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DESED/DESED_dataset/license_public_eval.tsv

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DESED/DESED_dataset/timing.py

@@ -0,0 +1,247 @@
+import os
+import sys
+import soundfile as sf
+import numpy as np
+from pathlib import Path
+import argparse
+from collections import defaultdict
+import traceback
+
+def get_audio_duration(audio_path):
+    """获取音频文件的时长（秒）"""
+    try:
+        # 使用soundfile获取音频信息
+        info = sf.info(audio_path)
+        duration = info.duration
+        return duration, info.samplerate, info.channels
+    except Exception as e:
+        print(f"警告: 无法读取音频文件 {audio_path}: {e}")
+        return None, None, None
+
+def analyze_audio_folder(folder_path, extensions=None):
+    """分析文件夹中所有音频文件的时长"""
+    
+    if extensions is None:
+        extensions = ['.wav', '.mp3', '.flac', '.ogg', '.m4a', '.aac', '.wma']
+    
+    # 确保扩展名都是小写
+    extensions = [ext.lower() for ext in extensions]
+    
+    folder_path = Path(folder_path)
+    
+    if not folder_path.exists():
+        print(f"错误: 文件夹不存在: {folder_path}")
+        return None
+    
+    print(f"正在分析文件夹: {folder_path}")
+    print(f"支持的音频格式: {', '.join(extensions)}")
+    print("-" * 50)
+    
+    # 收集所有音频文件
+    audio_files = []
+    for ext in extensions:
+        # 递归查找所有音频文件
+        pattern = f"**/*{ext}"
+        files = list(folder_path.glob(pattern))
+        audio_files.extend(files)
+    
+    if not audio_files:
+        print("未找到任何音频文件")
+        return None
+    
+    print(f"找到 {len(audio_files)} 个音频文件")
+    
+    # 分析每个音频文件
+    durations = []
+    sample_rates = []
+    channels_info = []
+    failed_files = []
+    
+    format_stats = defaultdict(list)
+    
+    for i, audio_file in enumerate(audio_files):
+        if (i + 1) % 100 == 0:
+            print(f"进度: {i+1}/{len(audio_files)} ({(i+1)/len(audio_files)*100:.1f}%)")
+        
+        duration, sample_rate, channels = get_audio_duration(audio_file)
+        
+        if duration is not None:
+            durations.append(duration)
+            sample_rates.append(sample_rate)
+            channels_info.append(channels)
+            
+            # 按文件格式分类统计
+            file_ext = audio_file.suffix.lower()
+            format_stats[file_ext].append(duration)
+        else:
+            failed_files.append(audio_file)
+    
+    if not durations:
+        print("没有成功读取任何音频文件")
+        return None
+    
+    # 计算统计信息
+    durations = np.array(durations)
+    sample_rates = np.array(sample_rates)
+    
+    total_duration = np.sum(durations)
+    avg_duration = np.mean(durations)
+    max_duration = np.max(durations)
+    min_duration = np.min(durations)
+    median_duration = np.median(durations)
+    std_duration = np.std(durations)
+    
+    # 找出最长和最短的文件
+    max_idx = np.argmax(durations)
+    min_idx = np.argmin(durations)
+    
+    max_file = audio_files[max_idx] if max_idx < len(audio_files) else "未知"
+    min_file = audio_files[min_idx] if min_idx < len(audio_files) else "未知"
+    
+    # 输出统计结果
+    print("\n" + "=" * 60)
+    print("音频文件时长统计结果")
+    print("=" * 60)
+    
+    print(f"总文件数: {len(audio_files)}")
+    print(f"成功读取: {len(durations)}")
+    print(f"读取失败: {len(failed_files)}")
+    
+    print(f"\n时长统计:")
+    print(f"  总时长: {total_duration:.2f} 秒 ({total_duration/60:.2f} 分钟, {total_duration/3600:.2f} 小时)")
+    print(f"  平均时长: {avg_duration:.2f} 秒")
+    print(f"  最大时长: {max_duration:.2f} 秒")
+    print(f"  最小时长: {min_duration:.2f} 秒")
+    print(f"  中位数时长: {median_duration:.2f} 秒")
+    print(f"  标准差: {std_duration:.2f} 秒")
+    
+    print(f"\n文件信息:")
+    print(f"  最长文件: {max_file.name} ({max_duration:.2f}秒)")
+    print(f"  最短文件: {min_file.name} ({min_duration:.2f}秒)")
+    
+    # 采样率统计
+    unique_sample_rates = np.unique(sample_rates)
+    print(f"\n采样率统计:")
+    for sr in unique_sample_rates:
+        count = np.sum(sample_rates == sr)
+        print(f"  {sr} Hz: {count} 个文件")
+    
+    # 声道数统计
+    unique_channels = np.unique(channels_info)
+    print(f"\n声道数统计:")
+    for ch in unique_channels:
+        count = np.sum(np.array(channels_info) == ch)
+        print(f"  {ch} 声道: {count} 个文件")
+    
+    # 按文件格式统计
+    print(f"\n按文件格式统计:")
+    for ext, ext_durations in format_stats.items():
+        ext_durations = np.array(ext_durations)
+        print(f"  {ext}: {len(ext_durations)} 个文件")
+        print(f"    平均时长: {np.mean(ext_durations):.2f} 秒")
+        print(f"    最大时长: {np.max(ext_durations):.2f} 秒")
+        print(f"    最小时长: {np.min(ext_durations):.2f} 秒")
+    
+    # 时长分布统计
+    print(f"\n时长分布统计:")
+    ranges = [(0, 10), (10, 30), (30, 60), (60, 180), (180, 600), (600, float('inf'))]
+    range_names = ["0-10秒", "10-30秒", "30-60秒", "1-3分钟", "3-10分钟", "10分钟以上"]
+    
+    for (start, end), name in zip(ranges, range_names):
+        if end == float('inf'):
+            count = np.sum(durations >= start)
+        else:
+            count = np.sum((durations >= start) & (durations < end))
+        percentage = count / len(durations) * 100
+        print(f"  {name}: {count} 个文件 ({percentage:.1f}%)")
+    
+    # 显示失败的文件
+    if failed_files:
+        print(f"\n读取失败的文件 ({len(failed_files)} 个):")
+        for failed_file in failed_files[:10]:  # 只显示前10个
+            print(f"  {failed_file}")
+        if len(failed_files) > 10:
+            print(f"  ... 还有 {len(failed_files) - 10} 个文件")
+    
+    print("\n" + "=" * 60)
+    
+    return {
+        "total_files": len(audio_files),
+        "successful_files": len(durations),
+        "failed_files": len(failed_files),
+        "total_duration": total_duration,
+        "avg_duration": avg_duration,
+        "max_duration": max_duration,
+        "min_duration": min_duration,
+        "median_duration": median_duration,
+        "std_duration": std_duration,
+        "max_file": str(max_file),
+        "min_file": str(min_file),
+        "durations": durations.tolist(),
+        "sample_rates": sample_rates.tolist(),
+        "channels": channels_info,
+        "format_stats": {k: np.array(v).tolist() for k, v in format_stats.items()},
+        "failed_files": [str(f) for f in failed_files]
+    }
+
+def main():
+    parser = argparse.ArgumentParser(description='分析文件夹中音频文件的时长统计')
+    parser.add_argument('folder', help='要分析的文件夹路径')
+    parser.add_argument('--extensions', nargs='*', 
+                       default=['.wav', '.mp3', '.flac', '.ogg', '.m4a', '.aac', '.wma'],
+                       help='支持的音频文件扩展名')
+    parser.add_argument('--output', '-o', help='输出JSON结果文件路径')
+    
+    args = parser.parse_args()
+    
+    try:
+        # 分析音频文件夹
+        results = analyze_audio_folder(args.folder, args.extensions)
+        
+        if results and args.output:
+            import json
+            with open(args.output, 'w', encoding='utf-8') as f:
+                json.dump(results, f, ensure_ascii=False, indent=2)
+            print(f"\n详细结果已保存到: {args.output}")
+            
+    except Exception as e:
+        print(f"程序执行出错: {e}")
+        traceback.print_exc()
+        sys.exit(1)
+
+if __name__ == "__main__":
+    # 如果没有命令行参数，提供交互式使用
+    if len(sys.argv) == 1:
+        print("音频文件时长分析工具")
+        print("用法1: python timing.py <文件夹路径>")
+        print("用法2: python timing.py <文件夹路径> --output results.json")
+        print("用法3: python timing.py <文件夹路径> --extensions .wav .mp3")
+        print("\n交互式使用:")
+        
+        folder_path = input("请输入要分析的文件夹路径: ").strip()
+        if not folder_path:
+            print("错误: 请提供有效的文件夹路径")
+            sys.exit(1)
+        
+        # 使用默认设置分析
+        try:
+            results = analyze_audio_folder(folder_path)
+            
+            # 询问是否保存结果
+            save_result = input("\n是否保存详细结果到JSON文件? (y/n): ").strip().lower()
+            if save_result in ['y', 'yes']:
+                output_file = input("请输入输出文件路径 (默认: audio_analysis_results.json): ").strip()
+                if not output_file:
+                    output_file = "audio_analysis_results.json"
+                
+                import json
+                with open(output_file, 'w', encoding='utf-8') as f:
+                    json.dump(results, f, ensure_ascii=False, indent=2)
+                print(f"详细结果已保存到: {output_file}")
+                
+        except Exception as e:
+            print(f"程序执行出错: {e}")
+            traceback.print_exc()
+            sys.exit(1)
+    else:
+        main()

GTZAN/.ipynb_checkpoints/Segment_GTZAN-checkpoint.py

@@ -0,0 +1,217 @@
+import os
+import glob
+from pydub import AudioSegment
+from collections import defaultdict
+import random
+
+# --- 配置参数 ---
+# GTZAN数据集根目录路径 (包含genres文件夹的目录)
+GTZAN_ROOT_PATH = "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/GTZAN"  # <--- 修改为你的GTZAN数据集路径!
+
+# 输出拼接后音频的目录
+OUTPUT_DIR_BASE = os.path.join(GTZAN_ROOT_PATH, "concatenated_audio")
+
+# 目标音频时长范围 (分钟)
+MIN_DURATION_MINUTES = 3.5
+MAX_DURATION_MINUTES = 4.5
+MIN_DURATION_MS = MIN_DURATION_MINUTES * 60 * 1000
+MAX_DURATION_MS = MAX_DURATION_MINUTES * 60 * 1000
+
+# 是否随机打乱每个流派的音频文件顺序再拼接 (True/False)
+SHUFFLE_FILES = True
+
+# GTZAN数据集的10个音乐流派
+GTZAN_GENRES = [
+    "blues", "classical", "country", "disco", "hiphop",
+    "jazz", "metal", "pop", "reggae", "rock"
+]
+
+# --- 辅助函数 ---
+def get_audio_duration_ms(audio_segment):
+    """获取 AudioSegment 的时长 (毫秒)"""
+    return len(audio_segment)
+
+def ensure_dir(directory_path):
+    """确保目录存在，如果不存在则创建"""
+    if not os.path.exists(directory_path):
+        os.makedirs(directory_path)
+    print(f"输出目录已确认/创建: {directory_path}")
+
+def get_gtzan_audio_files():
+    """
+    获取GTZAN数据集中的所有音频文件，按流派分组
+    返回格式: {genre: [file_path1, file_path2, ...]}
+    """
+    audio_groups = defaultdict(list)
+    
+    # 查找genres文件夹
+    genres_path = os.path.join(GTZAN_ROOT_PATH, "genres_original")
+    if not os.path.exists(genres_path):
+        print(f"错误: genres文件夹未找到: {genres_path}")
+        return audio_groups
+    
+    print(f"搜索GTZAN音频文件: {genres_path}")
+    
+    for genre in GTZAN_GENRES:
+        genre_path = os.path.join(genres_path, genre)
+        if os.path.exists(genre_path):
+            # 搜索该流派文件夹中的音频文件 (.au, .wav等格式)
+            audio_patterns = [
+                os.path.join(genre_path, "*.au"),
+                os.path.join(genre_path, "*.wav"),
+                os.path.join(genre_path, "*.mp3")
+            ]
+            
+            for pattern in audio_patterns:
+                files = glob.glob(pattern)
+                audio_groups[genre].extend(files)
+            
+            print(f"  {genre}: 找到 {len(audio_groups[genre])} 个音频文件")
+        else:
+            print(f"  警告: {genre} 文件夹不存在: {genre_path}")
+    
+    return audio_groups
+
+# --- 主逻辑 ---
+def process_gtzan_audio():
+    """
+    处理GTZAN数据集，按流派拼接音频文件到4分钟左右
+    """
+    # 检查根目录是否存在
+    if not os.path.exists(GTZAN_ROOT_PATH):
+        print(f"错误: GTZAN数据集路径不存在: {GTZAN_ROOT_PATH}")
+        print("请修改脚本中的 GTZAN_ROOT_PATH 变量为正确的路径!")
+        return
+    
+    # 获取按流派分组的音频文件
+    audio_groups = get_gtzan_audio_files()
+    
+    if not audio_groups:
+        print("没有找到任何GTZAN音频文件。请检查路径配置。")
+        return
+    
+    total_files = sum(len(files) for files in audio_groups.values())
+    print(f"\n共收集到 {total_files} 个音频文件，分为 {len(audio_groups)} 个流派。")
+    
+    ensure_dir(OUTPUT_DIR_BASE)
+    
+    print(f"\n开始拼接音频 (目标时长: {MIN_DURATION_MINUTES}-{MAX_DURATION_MINUTES} 分钟)...")
+    
+    for genre, audio_files in audio_groups.items():
+        if not audio_files:
+            continue
+            
+        print(f"\n处理流派: {genre} (共 {len(audio_files)} 个文件)")
+        
+        # 为每个流派创建输出目录
+        genre_output_dir = os.path.join(OUTPUT_DIR_BASE, genre)
+        ensure_dir(genre_output_dir)
+        
+        # 决定是否打乱文件顺序
+        if SHUFFLE_FILES:
+            random.shuffle(audio_files)
+            print(f"  已随机打乱 {genre} 的文件顺序")
+        else:
+            audio_files.sort()
+            print(f"  按文件名排序处理 {genre}")
+        
+        current_segment_audio = AudioSegment.empty()
+        segment_count = 1
+        
+        for audio_path in audio_files:
+            try:
+                if not os.path.isfile(audio_path):
+                    print(f"  警告: 音频文件不存在: {audio_path}。跳过此文件。")
+                    continue
+                
+                # 加载音频文件
+                audio = AudioSegment.from_file(audio_path)
+                original_duration = get_audio_duration_ms(audio) / 1000.0
+                print(f"    加载: {os.path.basename(audio_path)} (时长: {original_duration:.1f}s)")
+                
+            except Exception as e:
+                print(f"  警告: 无法加载音频文件 {audio_path}。错误: {e}。跳过此文件。")
+                continue
+            
+            # 检查是否可以添加到当前片段
+            current_duration = get_audio_duration_ms(current_segment_audio)
+            new_total_duration = current_duration + get_audio_duration_ms(audio)
+            
+            if current_duration == 0 or new_total_duration <= MAX_DURATION_MS:
+                # 可以添加到当前片段
+                current_segment_audio += audio
+                print(f"    → 添加到片段 {segment_count} (当前总时长: {new_total_duration/1000.0:.1f}s)")
+            else:
+                # 当前片段已满，保存并开始新片段
+                if current_duration >= MIN_DURATION_MS:
+                    output_filename = f"{genre}_concatenated_{segment_count:02d}.wav"
+                    output_path = os.path.join(genre_output_dir, output_filename)
+                    try:
+                        duration_min = current_duration / (60 * 1000)
+                        print(f"  ✓ 保存片段: {output_filename} (时长: {duration_min:.2f} 分钟)")
+                        current_segment_audio.export(output_path, format="wav")
+                        segment_count += 1
+                    except Exception as e:
+                        print(f"  错误: 保存文件 {output_path} 失败: {e}")
+                else:
+                    print(f"  注意: 当前片段时长不足最小要求，继续添加音频")
+                
+                # 开始新片段
+                current_segment_audio = audio
+                print(f"    → 开始新片段 {segment_count} (时长: {get_audio_duration_ms(audio)/1000.0:.1f}s)")
+        
+        # 处理最后一个片段
+        if get_audio_duration_ms(current_segment_audio) > 0:
+            current_duration = get_audio_duration_ms(current_segment_audio)
+            if current_duration >= MIN_DURATION_MS:
+                output_filename = f"{genre}_concatenated_{segment_count:02d}.wav"
+                output_path = os.path.join(genre_output_dir, output_filename)
+                try:
+                    duration_min = current_duration / (60 * 1000)
+                    print(f"  ✓ 保存最后片段: {output_filename} (时长: {duration_min:.2f} 分钟)")
+                    current_segment_audio.export(output_path, format="wav")
+                except Exception as e:
+                    print(f"  错误: 保存文件 {output_path} 失败: {e}")
+            else:
+                duration_min = current_duration / (60 * 1000)
+                print(f"  注意: 流派 {genre} 的最后一个片段时长 {duration_min:.2f} 分钟, "
+                      f"少于指定的最小时长 {MIN_DURATION_MINUTES} 分钟。此片段未保存。")
+        
+        print(f"  流派 {genre} 处理完成，共生成 {segment_count-1} 个拼接音频文件")
+    
+    print(f"\n🎵 GTZAN音频拼接处理完成!")
+    print(f"输出目录: {OUTPUT_DIR_BASE}")
+
+# --- 运行脚本 ---
+if __name__ == "__main__":
+    print("GTZAN数据集音频拼接工具")
+    print("=" * 50)
+    print(f"数据集路径: {GTZAN_ROOT_PATH}")
+    print(f"目标时长: {MIN_DURATION_MINUTES}-{MAX_DURATION_MINUTES} 分钟")
+    print(f"随机打乱: {'是' if SHUFFLE_FILES else '否'}")
+    print("=" * 50)
+    
+    # 检查基本配置
+    if GTZAN_ROOT_PATH == r"D:\datasets\GTZAN" and not os.path.exists(GTZAN_ROOT_PATH):
+        print("⚠️  请在脚本中正确配置 'GTZAN_ROOT_PATH' 变量!")
+        print("   示例路径结构:")
+        print("   GTZAN_ROOT_PATH/")
+        print("   └── genres/")
+        print("       ├── blues/")
+        print("       ├── classical/")
+        print("       ├── country/")
+        print("       └── ...")
+        print("\n请修改 GTZAN_ROOT_PATH 为包含 'genres' 文件夹的目录路径。")
+    elif not os.path.exists(GTZAN_ROOT_PATH):
+        print(f"❌ 错误: GTZAN_ROOT_PATH ('{GTZAN_ROOT_PATH}') 不存在，请检查路径!")
+    else:
+        print("开始处理...\n")
+        # 提示用户安装依赖
+        try:
+            from pydub import AudioSegment
+            process_gtzan_audio()
+        except ImportError:
+            print("❌ 错误: 请先安装 pydub 库:")
+            print("   pip install pydub")
+            print("\n如果处理 .au 或其他格式文件，还需要安装 ffmpeg:")
+            print("   https://ffmpeg.org/download.html")

GTZAN/.ipynb_checkpoints/json_GTZAN-checkpoint.py

@@ -0,0 +1,191 @@
+import os
+import json
+import glob
+import random
+
+# --- 配置 ---
+
+# GTZAN数据集根目录
+GTZAN_ROOT_PATH = "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/GTZAN"  # <--- 根据需要修改
+
+# 处理后音频目录
+CONCATENATED_AUDIO_BASE_DIR = os.path.join(GTZAN_ROOT_PATH, "concatenated_audio")
+
+# 输出JSON文件路径
+OUTPUT_JSON_PATH = os.path.join(GTZAN_ROOT_PATH, "concatenated_audio", "music_genre_classification_meta.json")
+
+# 任务相关配置
+TASK_NAME = "Music_Genre_Classification"
+DATASET_NAME = "GTZAN_Music_Genre"
+QUESTION_TEXT = "What music genre is represented in this audio segment?"
+
+# 所有可能的音乐流派列表
+GENRE_OPTIONS = [
+    "Blues - blues",
+    "Classical - classical",
+    "Country - country",
+    "Disco - disco",
+    "Hip-hop - hiphop",
+    "Jazz - jazz",
+    "Metal - metal",
+    "Pop - pop",
+    "Reggae - reggae",
+    "Rock - rock"
+]
+
+# 流派标签到显示名称的映射
+GENRE_MAPPING = {
+    "blues": "Blues - blues",
+    "classical": "Classical - classical",
+    "country": "Country - country",
+    "disco": "Disco - disco",
+    "hiphop": "Hip-hop - hiphop",
+    "jazz": "Jazz - jazz",
+    "metal": "Metal - metal",
+    "pop": "Pop - pop",
+    "reggae": "Reggae - reggae",
+    "rock": "Rock - rock"
+}
+
+# --- 主要逻辑 ---
+def extract_genre_from_path(audio_path):
+    """
+    从音频文件路径提取音乐流派标签。
+    假设格式为 .../concatenated_audio/genre_label/audio.wav
+    或者文件名中包含流派标签
+    
+    参数:
+        audio_path: 音频文件的完整路径
+    返回:
+        提取出的流派标签，如果无法提取则返回None
+    """
+    try:
+        # 首先尝试从目录结构提取
+        parts = audio_path.split(os.sep)
+        for part in parts:
+            if part.lower() in GENRE_MAPPING:
+                return part.lower()
+            
+        # 如果无法从目录名提取，尝试从文件名提取
+        filename = os.path.basename(audio_path)
+        for genre in GENRE_MAPPING.keys():
+            if genre in filename.lower():
+                return genre
+                
+        # 如果还是找不到，获取父目录名称
+        parent_dir = os.path.basename(os.path.dirname(audio_path))
+        if parent_dir.lower() in GENRE_MAPPING:
+            return parent_dir.lower()
+            
+        print(f"警告: 无法从路径提取流派标签: {audio_path}")
+        return None
+    except Exception as e:
+        print(f"提取流派标签时出错: {e}")
+        return None
+
+def create_music_genre_json():
+    """
+    扫描处理后的音频文件并生成JSON元数据。
+    """
+    if not os.path.isdir(CONCATENATED_AUDIO_BASE_DIR):
+        print(f"错误: 未找到处理后音频目录: {CONCATENATED_AUDIO_BASE_DIR}")
+        return
+
+    output_json_data = []
+    unique_id_counter = 0
+    genre_counts = {}  # 用于统计每个流派的数量
+
+    print(f"\n扫描目录中的音频文件: {CONCATENATED_AUDIO_BASE_DIR}...")
+    
+    # 查找所有.wav文件（递归搜索所有子目录）
+    audio_files = glob.glob(os.path.join(CONCATENATED_AUDIO_BASE_DIR, "**", "*.wav"), recursive=True)
+    print(f"找到{len(audio_files)}个音频文件")
+
+    # 设置随机种子确保可重复性
+    random.seed(42)
+
+    for audio_file_full_path in audio_files:
+        # 提取流派标签
+        genre_label = extract_genre_from_path(audio_file_full_path)
+        
+        if not genre_label or genre_label not in GENRE_MAPPING:
+            print(f"跳过无法识别流派的文件: {audio_file_full_path}")
+            continue
+            
+        # 更新流派计数
+        genre_counts[genre_label] = genre_counts.get(genre_label, 0) + 1
+        
+        # 获取正确答案
+        correct_option = GENRE_MAPPING[genre_label]
+        
+        # 生成其他三个随机选项（不包括正确的选项）
+        other_options = [opt for opt in GENRE_OPTIONS if opt != correct_option]
+        random_options = random.sample(other_options, 3)
+        
+        # 组合并打乱所有选项
+        all_options = [correct_option] + random_options
+        random.shuffle(all_options)
+        
+        # 找出正确答案字母（A, B, C, D）
+        correct_index = all_options.index(correct_option)
+        correct_letter = chr(65 + correct_index)  # 65是ASCII码中的'A'
+        
+        # 创建用于JSON条目的相对路径
+        relative_audio_path = os.path.relpath(audio_file_full_path, CONCATENATED_AUDIO_BASE_DIR)
+        # 在Windows上，relpath可能使用反斜杠；确保使用正斜杠以保持一致性
+        relative_audio_path = relative_audio_path.replace("\\", "/")
+
+        # 创建条目
+        entry = {
+            "path": relative_audio_path,
+            "question": QUESTION_TEXT,
+            "choice_a": all_options[0],
+            "choice_b": all_options[1],
+            "choice_c": all_options[2],
+            "choice_d": all_options[3],
+            "answer_gt": correct_letter,
+            "task_name": TASK_NAME,
+            "dataset_name": DATASET_NAME,
+            "genre_label": genre_label,
+            "uniq_id": unique_id_counter
+        }
+        
+        output_json_data.append(entry)
+        unique_id_counter += 1
+    
+    if not output_json_data:
+        print("\n未找到有效的音频文件或无法提取流派标签。")
+        return
+
+    # 确保输出目录存在
+    os.makedirs(os.path.dirname(OUTPUT_JSON_PATH), exist_ok=True)
+
+    try:
+        with open(OUTPUT_JSON_PATH, 'w', encoding='utf-8') as f:
+            json.dump(output_json_data, f, indent=4)
+        
+        print(f"\n成功生成包含{len(output_json_data)}个条目的JSON元数据: {OUTPUT_JSON_PATH}")
+        
+        # 打印流派分布
+        print("\n流派分布:")
+        for genre, count in sorted(genre_counts.items(), key=lambda x: x[1], reverse=True):
+            friendly_name = GENRE_MAPPING[genre]
+            percentage = count/len(output_json_data)*100
+            print(f"  {friendly_name}: {count} 个文件 ({percentage:.1f}%)")
+            
+    except Exception as e:
+        print(f"写入JSON文件时出错: {e}")
+
+# --- 运行脚本 ---
+if __name__ == "__main__":
+    print("=" * 80)
+    print("GTZAN音乐流派分类任务元数据生成器")
+    print("=" * 80)
+    
+    # 基本路径检查
+    if not os.path.exists(GTZAN_ROOT_PATH):
+        print(f"错误: GTZAN_ROOT_PATH '{GTZAN_ROOT_PATH}' 不存在。")
+    elif not os.path.exists(CONCATENATED_AUDIO_BASE_DIR):
+        print(f"错误: CONCATENATED_AUDIO_BASE_DIR '{CONCATENATED_AUDIO_BASE_DIR}' 不存在。")
+    else:
+        create_music_genre_json()

GTZAN/AUDIO_NOT_INCLUDED.txt

@@ -0,0 +1,3 @@
+Audio files are not distributed due to copyright restrictions.
+Download from: http://marsyas.info/downloads/datasets.html
+See README.md for details.

GTZAN/concatenated_audio/.ipynb_checkpoints/music_genre_classification_meta-checkpoint.json

@@ -0,0 +1,1562 @@
+[
+    {
+        "path": "blues/blues_concatenated_01.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Country - country",
+        "choice_b": "Metal - metal",
+        "choice_c": "Blues - blues",
+        "choice_d": "Classical - classical",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "blues",
+        "uniq_id": 0
+    },
+    {
+        "path": "blues/blues_concatenated_02.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Metal - metal",
+        "choice_b": "Disco - disco",
+        "choice_c": "Country - country",
+        "choice_d": "Blues - blues",
+        "answer_gt": "D",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "blues",
+        "uniq_id": 1
+    },
+    {
+        "path": "blues/blues_concatenated_03.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Reggae - reggae",
+        "choice_b": "Rock - rock",
+        "choice_c": "Blues - blues",
+        "choice_d": "Classical - classical",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "blues",
+        "uniq_id": 2
+    },
+    {
+        "path": "blues/blues_concatenated_04.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Hip-hop - hiphop",
+        "choice_b": "Rock - rock",
+        "choice_c": "Blues - blues",
+        "choice_d": "Metal - metal",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "blues",
+        "uniq_id": 3
+    },
+    {
+        "path": "blues/blues_concatenated_05.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Blues - blues",
+        "choice_b": "Pop - pop",
+        "choice_c": "Classical - classical",
+        "choice_d": "Jazz - jazz",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "blues",
+        "uniq_id": 4
+    },
+    {
+        "path": "blues/blues_concatenated_06.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Jazz - jazz",
+        "choice_b": "Blues - blues",
+        "choice_c": "Country - country",
+        "choice_d": "Metal - metal",
+        "answer_gt": "B",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "blues",
+        "uniq_id": 5
+    },
+    {
+        "path": "blues/blues_concatenated_07.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Blues - blues",
+        "choice_b": "Classical - classical",
+        "choice_c": "Country - country",
+        "choice_d": "Pop - pop",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "blues",
+        "uniq_id": 6
+    },
+    {
+        "path": "blues/blues_concatenated_08.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Reggae - reggae",
+        "choice_b": "Jazz - jazz",
+        "choice_c": "Classical - classical",
+        "choice_d": "Blues - blues",
+        "answer_gt": "D",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "blues",
+        "uniq_id": 7
+    },
+    {
+        "path": "blues/blues_concatenated_09.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Rock - rock",
+        "choice_b": "Blues - blues",
+        "choice_c": "Pop - pop",
+        "choice_d": "Jazz - jazz",
+        "answer_gt": "B",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "blues",
+        "uniq_id": 8
+    },
+    {
+        "path": "blues/blues_concatenated_10.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Classical - classical",
+        "choice_b": "Blues - blues",
+        "choice_c": "Metal - metal",
+        "choice_d": "Country - country",
+        "answer_gt": "B",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "blues",
+        "uniq_id": 9
+    },
+    {
+        "path": "blues/blues_concatenated_11.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Blues - blues",
+        "choice_b": "Rock - rock",
+        "choice_c": "Hip-hop - hiphop",
+        "choice_d": "Country - country",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "blues",
+        "uniq_id": 10
+    },
+    {
+        "path": "blues/blues_concatenated_12.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Blues - blues",
+        "choice_b": "Rock - rock",
+        "choice_c": "Metal - metal",
+        "choice_d": "Disco - disco",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "blues",
+        "uniq_id": 11
+    },
+    {
+        "path": "classical/classical_concatenated_01.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Disco - disco",
+        "choice_b": "Jazz - jazz",
+        "choice_c": "Classical - classical",
+        "choice_d": "Country - country",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "classical",
+        "uniq_id": 12
+    },
+    {
+        "path": "classical/classical_concatenated_02.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Classical - classical",
+        "choice_b": "Metal - metal",
+        "choice_c": "Jazz - jazz",
+        "choice_d": "Pop - pop",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "classical",
+        "uniq_id": 13
+    },
+    {
+        "path": "classical/classical_concatenated_03.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Pop - pop",
+        "choice_b": "Hip-hop - hiphop",
+        "choice_c": "Blues - blues",
+        "choice_d": "Classical - classical",
+        "answer_gt": "D",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "classical",
+        "uniq_id": 14
+    },
+    {
+        "path": "classical/classical_concatenated_04.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Reggae - reggae",
+        "choice_b": "Jazz - jazz",
+        "choice_c": "Classical - classical",
+        "choice_d": "Country - country",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "classical",
+        "uniq_id": 15
+    },
+    {
+        "path": "classical/classical_concatenated_05.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Pop - pop",
+        "choice_b": "Country - country",
+        "choice_c": "Classical - classical",
+        "choice_d": "Reggae - reggae",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "classical",
+        "uniq_id": 16
+    },
+    {
+        "path": "classical/classical_concatenated_06.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Classical - classical",
+        "choice_b": "Rock - rock",
+        "choice_c": "Jazz - jazz",
+        "choice_d": "Metal - metal",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "classical",
+        "uniq_id": 17
+    },
+    {
+        "path": "classical/classical_concatenated_07.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Metal - metal",
+        "choice_b": "Hip-hop - hiphop",
+        "choice_c": "Classical - classical",
+        "choice_d": "Country - country",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "classical",
+        "uniq_id": 18
+    },
+    {
+        "path": "classical/classical_concatenated_08.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Classical - classical",
+        "choice_b": "Metal - metal",
+        "choice_c": "Disco - disco",
+        "choice_d": "Country - country",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "classical",
+        "uniq_id": 19
+    },
+    {
+        "path": "classical/classical_concatenated_09.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Classical - classical",
+        "choice_b": "Country - country",
+        "choice_c": "Pop - pop",
+        "choice_d": "Hip-hop - hiphop",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "classical",
+        "uniq_id": 20
+    },
+    {
+        "path": "classical/classical_concatenated_10.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Metal - metal",
+        "choice_b": "Rock - rock",
+        "choice_c": "Blues - blues",
+        "choice_d": "Classical - classical",
+        "answer_gt": "D",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "classical",
+        "uniq_id": 21
+    },
+    {
+        "path": "classical/classical_concatenated_11.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Country - country",
+        "choice_b": "Metal - metal",
+        "choice_c": "Classical - classical",
+        "choice_d": "Disco - disco",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "classical",
+        "uniq_id": 22
+    },
+    {
+        "path": "classical/classical_concatenated_12.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Reggae - reggae",
+        "choice_b": "Classical - classical",
+        "choice_c": "Jazz - jazz",
+        "choice_d": "Blues - blues",
+        "answer_gt": "B",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "classical",
+        "uniq_id": 23
+    },
+    {
+        "path": "country/country_concatenated_01.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Jazz - jazz",
+        "choice_b": "Classical - classical",
+        "choice_c": "Country - country",
+        "choice_d": "Hip-hop - hiphop",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "country",
+        "uniq_id": 24
+    },
+    {
+        "path": "country/country_concatenated_02.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Blues - blues",
+        "choice_b": "Reggae - reggae",
+        "choice_c": "Metal - metal",
+        "choice_d": "Country - country",
+        "answer_gt": "D",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "country",
+        "uniq_id": 25
+    },
+    {
+        "path": "country/country_concatenated_03.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Blues - blues",
+        "choice_b": "Hip-hop - hiphop",
+        "choice_c": "Classical - classical",
+        "choice_d": "Country - country",
+        "answer_gt": "D",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "country",
+        "uniq_id": 26
+    },
+    {
+        "path": "country/country_concatenated_04.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Classical - classical",
+        "choice_b": "Country - country",
+        "choice_c": "Disco - disco",
+        "choice_d": "Rock - rock",
+        "answer_gt": "B",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "country",
+        "uniq_id": 27
+    },
+    {
+        "path": "country/country_concatenated_05.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Country - country",
+        "choice_b": "Classical - classical",
+        "choice_c": "Pop - pop",
+        "choice_d": "Jazz - jazz",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "country",
+        "uniq_id": 28
+    },
+    {
+        "path": "country/country_concatenated_06.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Pop - pop",
+        "choice_b": "Metal - metal",
+        "choice_c": "Country - country",
+        "choice_d": "Hip-hop - hiphop",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "country",
+        "uniq_id": 29
+    },
+    {
+        "path": "country/country_concatenated_07.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Hip-hop - hiphop",
+        "choice_b": "Disco - disco",
+        "choice_c": "Classical - classical",
+        "choice_d": "Country - country",
+        "answer_gt": "D",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "country",
+        "uniq_id": 30
+    },
+    {
+        "path": "country/country_concatenated_08.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Hip-hop - hiphop",
+        "choice_b": "Blues - blues",
+        "choice_c": "Reggae - reggae",
+        "choice_d": "Country - country",
+        "answer_gt": "D",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "country",
+        "uniq_id": 31
+    },
+    {
+        "path": "country/country_concatenated_09.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Country - country",
+        "choice_b": "Metal - metal",
+        "choice_c": "Rock - rock",
+        "choice_d": "Blues - blues",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "country",
+        "uniq_id": 32
+    },
+    {
+        "path": "country/country_concatenated_10.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Disco - disco",
+        "choice_b": "Hip-hop - hiphop",
+        "choice_c": "Country - country",
+        "choice_d": "Metal - metal",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "country",
+        "uniq_id": 33
+    },
+    {
+        "path": "country/country_concatenated_11.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Blues - blues",
+        "choice_b": "Pop - pop",
+        "choice_c": "Hip-hop - hiphop",
+        "choice_d": "Country - country",
+        "answer_gt": "D",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "country",
+        "uniq_id": 34
+    },
+    {
+        "path": "country/country_concatenated_12.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Metal - metal",
+        "choice_b": "Country - country",
+        "choice_c": "Pop - pop",
+        "choice_d": "Hip-hop - hiphop",
+        "answer_gt": "B",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "country",
+        "uniq_id": 35
+    },
+    {
+        "path": "disco/disco_concatenated_01.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Classical - classical",
+        "choice_b": "Hip-hop - hiphop",
+        "choice_c": "Disco - disco",
+        "choice_d": "Blues - blues",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "disco",
+        "uniq_id": 36
+    },
+    {
+        "path": "disco/disco_concatenated_02.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Rock - rock",
+        "choice_b": "Hip-hop - hiphop",
+        "choice_c": "Disco - disco",
+        "choice_d": "Jazz - jazz",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "disco",
+        "uniq_id": 37
+    },
+    {
+        "path": "disco/disco_concatenated_03.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Jazz - jazz",
+        "choice_b": "Hip-hop - hiphop",
+        "choice_c": "Disco - disco",
+        "choice_d": "Country - country",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "disco",
+        "uniq_id": 38
+    },
+    {
+        "path": "disco/disco_concatenated_04.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Rock - rock",
+        "choice_b": "Classical - classical",
+        "choice_c": "Blues - blues",
+        "choice_d": "Disco - disco",
+        "answer_gt": "D",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "disco",
+        "uniq_id": 39
+    },
+    {
+        "path": "disco/disco_concatenated_05.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Pop - pop",
+        "choice_b": "Country - country",
+        "choice_c": "Disco - disco",
+        "choice_d": "Hip-hop - hiphop",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "disco",
+        "uniq_id": 40
+    },
+    {
+        "path": "disco/disco_concatenated_06.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Hip-hop - hiphop",
+        "choice_b": "Country - country",
+        "choice_c": "Blues - blues",
+        "choice_d": "Disco - disco",
+        "answer_gt": "D",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "disco",
+        "uniq_id": 41
+    },
+    {
+        "path": "disco/disco_concatenated_07.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Reggae - reggae",
+        "choice_b": "Jazz - jazz",
+        "choice_c": "Disco - disco",
+        "choice_d": "Hip-hop - hiphop",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "disco",
+        "uniq_id": 42
+    },
+    {
+        "path": "disco/disco_concatenated_08.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Blues - blues",
+        "choice_b": "Jazz - jazz",
+        "choice_c": "Hip-hop - hiphop",
+        "choice_d": "Disco - disco",
+        "answer_gt": "D",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "disco",
+        "uniq_id": 43
+    },
+    {
+        "path": "disco/disco_concatenated_09.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Blues - blues",
+        "choice_b": "Disco - disco",
+        "choice_c": "Rock - rock",
+        "choice_d": "Jazz - jazz",
+        "answer_gt": "B",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "disco",
+        "uniq_id": 44
+    },
+    {
+        "path": "disco/disco_concatenated_10.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Pop - pop",
+        "choice_b": "Classical - classical",
+        "choice_c": "Disco - disco",
+        "choice_d": "Blues - blues",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "disco",
+        "uniq_id": 45
+    },
+    {
+        "path": "disco/disco_concatenated_11.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Blues - blues",
+        "choice_b": "Disco - disco",
+        "choice_c": "Pop - pop",
+        "choice_d": "Hip-hop - hiphop",
+        "answer_gt": "B",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "disco",
+        "uniq_id": 46
+    },
+    {
+        "path": "disco/disco_concatenated_12.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Metal - metal",
+        "choice_b": "Disco - disco",
+        "choice_c": "Classical - classical",
+        "choice_d": "Pop - pop",
+        "answer_gt": "B",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "disco",
+        "uniq_id": 47
+    },
+    {
+        "path": "hiphop/hiphop_concatenated_01.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Disco - disco",
+        "choice_b": "Metal - metal",
+        "choice_c": "Hip-hop - hiphop",
+        "choice_d": "Country - country",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "hiphop",
+        "uniq_id": 48
+    },
+    {
+        "path": "hiphop/hiphop_concatenated_02.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Metal - metal",
+        "choice_b": "Reggae - reggae",
+        "choice_c": "Pop - pop",
+        "choice_d": "Hip-hop - hiphop",
+        "answer_gt": "D",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "hiphop",
+        "uniq_id": 49
+    },
+    {
+        "path": "hiphop/hiphop_concatenated_03.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Hip-hop - hiphop",
+        "choice_b": "Jazz - jazz",
+        "choice_c": "Rock - rock",
+        "choice_d": "Classical - classical",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "hiphop",
+        "uniq_id": 50
+    },
+    {
+        "path": "hiphop/hiphop_concatenated_04.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Hip-hop - hiphop",
+        "choice_b": "Metal - metal",
+        "choice_c": "Blues - blues",
+        "choice_d": "Country - country",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "hiphop",
+        "uniq_id": 51
+    },
+    {
+        "path": "hiphop/hiphop_concatenated_05.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Country - country",
+        "choice_b": "Hip-hop - hiphop",
+        "choice_c": "Pop - pop",
+        "choice_d": "Reggae - reggae",
+        "answer_gt": "B",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "hiphop",
+        "uniq_id": 52
+    },
+    {
+        "path": "hiphop/hiphop_concatenated_06.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Jazz - jazz",
+        "choice_b": "Rock - rock",
+        "choice_c": "Metal - metal",
+        "choice_d": "Hip-hop - hiphop",
+        "answer_gt": "D",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "hiphop",
+        "uniq_id": 53
+    },
+    {
+        "path": "hiphop/hiphop_concatenated_07.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Hip-hop - hiphop",
+        "choice_b": "Rock - rock",
+        "choice_c": "Metal - metal",
+        "choice_d": "Classical - classical",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "hiphop",
+        "uniq_id": 54
+    },
+    {
+        "path": "hiphop/hiphop_concatenated_08.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Hip-hop - hiphop",
+        "choice_b": "Disco - disco",
+        "choice_c": "Classical - classical",
+        "choice_d": "Metal - metal",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "hiphop",
+        "uniq_id": 55
+    },
+    {
+        "path": "hiphop/hiphop_concatenated_09.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Blues - blues",
+        "choice_b": "Hip-hop - hiphop",
+        "choice_c": "Jazz - jazz",
+        "choice_d": "Reggae - reggae",
+        "answer_gt": "B",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "hiphop",
+        "uniq_id": 56
+    },
+    {
+        "path": "hiphop/hiphop_concatenated_10.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Hip-hop - hiphop",
+        "choice_b": "Pop - pop",
+        "choice_c": "Metal - metal",
+        "choice_d": "Blues - blues",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "hiphop",
+        "uniq_id": 57
+    },
+    {
+        "path": "hiphop/hiphop_concatenated_11.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Country - country",
+        "choice_b": "Hip-hop - hiphop",
+        "choice_c": "Reggae - reggae",
+        "choice_d": "Jazz - jazz",
+        "answer_gt": "B",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "hiphop",
+        "uniq_id": 58
+    },
+    {
+        "path": "hiphop/hiphop_concatenated_12.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Metal - metal",
+        "choice_b": "Hip-hop - hiphop",
+        "choice_c": "Rock - rock",
+        "choice_d": "Classical - classical",
+        "answer_gt": "B",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "hiphop",
+        "uniq_id": 59
+    },
+    {
+        "path": "jazz/jazz_concatenated_01.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Country - country",
+        "choice_b": "Disco - disco",
+        "choice_c": "Jazz - jazz",
+        "choice_d": "Metal - metal",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "jazz",
+        "uniq_id": 60
+    },
+    {
+        "path": "jazz/jazz_concatenated_02.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Country - country",
+        "choice_b": "Jazz - jazz",
+        "choice_c": "Blues - blues",
+        "choice_d": "Metal - metal",
+        "answer_gt": "B",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "jazz",
+        "uniq_id": 61
+    },
+    {
+        "path": "jazz/jazz_concatenated_03.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Classical - classical",
+        "choice_b": "Jazz - jazz",
+        "choice_c": "Metal - metal",
+        "choice_d": "Pop - pop",
+        "answer_gt": "B",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "jazz",
+        "uniq_id": 62
+    },
+    {
+        "path": "jazz/jazz_concatenated_04.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Country - country",
+        "choice_b": "Jazz - jazz",
+        "choice_c": "Pop - pop",
+        "choice_d": "Disco - disco",
+        "answer_gt": "B",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "jazz",
+        "uniq_id": 63
+    },
+    {
+        "path": "jazz/jazz_concatenated_05.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Country - country",
+        "choice_b": "Jazz - jazz",
+        "choice_c": "Metal - metal",
+        "choice_d": "Pop - pop",
+        "answer_gt": "B",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "jazz",
+        "uniq_id": 64
+    },
+    {
+        "path": "jazz/jazz_concatenated_06.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Country - country",
+        "choice_b": "Pop - pop",
+        "choice_c": "Hip-hop - hiphop",
+        "choice_d": "Jazz - jazz",
+        "answer_gt": "D",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "jazz",
+        "uniq_id": 65
+    },
+    {
+        "path": "jazz/jazz_concatenated_07.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Jazz - jazz",
+        "choice_b": "Disco - disco",
+        "choice_c": "Reggae - reggae",
+        "choice_d": "Classical - classical",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "jazz",
+        "uniq_id": 66
+    },
+    {
+        "path": "jazz/jazz_concatenated_08.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Jazz - jazz",
+        "choice_b": "Rock - rock",
+        "choice_c": "Blues - blues",
+        "choice_d": "Disco - disco",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "jazz",
+        "uniq_id": 67
+    },
+    {
+        "path": "jazz/jazz_concatenated_09.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Jazz - jazz",
+        "choice_b": "Pop - pop",
+        "choice_c": "Hip-hop - hiphop",
+        "choice_d": "Classical - classical",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "jazz",
+        "uniq_id": 68
+    },
+    {
+        "path": "jazz/jazz_concatenated_10.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Metal - metal",
+        "choice_b": "Blues - blues",
+        "choice_c": "Rock - rock",
+        "choice_d": "Jazz - jazz",
+        "answer_gt": "D",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "jazz",
+        "uniq_id": 69
+    },
+    {
+        "path": "jazz/jazz_concatenated_11.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Jazz - jazz",
+        "choice_b": "Blues - blues",
+        "choice_c": "Hip-hop - hiphop",
+        "choice_d": "Reggae - reggae",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "jazz",
+        "uniq_id": 70
+    },
+    {
+        "path": "jazz/jazz_concatenated_12.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Classical - classical",
+        "choice_b": "Jazz - jazz",
+        "choice_c": "Disco - disco",
+        "choice_d": "Pop - pop",
+        "answer_gt": "B",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "jazz",
+        "uniq_id": 71
+    },
+    {
+        "path": "metal/metal_concatenated_01.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Metal - metal",
+        "choice_b": "Blues - blues",
+        "choice_c": "Hip-hop - hiphop",
+        "choice_d": "Pop - pop",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "metal",
+        "uniq_id": 72
+    },
+    {
+        "path": "metal/metal_concatenated_02.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Classical - classical",
+        "choice_b": "Metal - metal",
+        "choice_c": "Hip-hop - hiphop",
+        "choice_d": "Jazz - jazz",
+        "answer_gt": "B",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "metal",
+        "uniq_id": 73
+    },
+    {
+        "path": "metal/metal_concatenated_03.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Metal - metal",
+        "choice_b": "Rock - rock",
+        "choice_c": "Hip-hop - hiphop",
+        "choice_d": "Jazz - jazz",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "metal",
+        "uniq_id": 74
+    },
+    {
+        "path": "metal/metal_concatenated_04.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Metal - metal",
+        "choice_b": "Hip-hop - hiphop",
+        "choice_c": "Country - country",
+        "choice_d": "Classical - classical",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "metal",
+        "uniq_id": 75
+    },
+    {
+        "path": "metal/metal_concatenated_05.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Disco - disco",
+        "choice_b": "Hip-hop - hiphop",
+        "choice_c": "Country - country",
+        "choice_d": "Metal - metal",
+        "answer_gt": "D",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "metal",
+        "uniq_id": 76
+    },
+    {
+        "path": "metal/metal_concatenated_06.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Metal - metal",
+        "choice_b": "Reggae - reggae",
+        "choice_c": "Disco - disco",
+        "choice_d": "Pop - pop",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "metal",
+        "uniq_id": 77
+    },
+    {
+        "path": "metal/metal_concatenated_07.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Reggae - reggae",
+        "choice_b": "Metal - metal",
+        "choice_c": "Disco - disco",
+        "choice_d": "Hip-hop - hiphop",
+        "answer_gt": "B",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "metal",
+        "uniq_id": 78
+    },
+    {
+        "path": "metal/metal_concatenated_08.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Classical - classical",
+        "choice_b": "Reggae - reggae",
+        "choice_c": "Metal - metal",
+        "choice_d": "Hip-hop - hiphop",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "metal",
+        "uniq_id": 79
+    },
+    {
+        "path": "metal/metal_concatenated_09.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Pop - pop",
+        "choice_b": "Disco - disco",
+        "choice_c": "Metal - metal",
+        "choice_d": "Hip-hop - hiphop",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "metal",
+        "uniq_id": 80
+    },
+    {
+        "path": "metal/metal_concatenated_10.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Reggae - reggae",
+        "choice_b": "Disco - disco",
+        "choice_c": "Blues - blues",
+        "choice_d": "Metal - metal",
+        "answer_gt": "D",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "metal",
+        "uniq_id": 81
+    },
+    {
+        "path": "metal/metal_concatenated_11.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Disco - disco",
+        "choice_b": "Pop - pop",
+        "choice_c": "Metal - metal",
+        "choice_d": "Rock - rock",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "metal",
+        "uniq_id": 82
+    },
+    {
+        "path": "metal/metal_concatenated_12.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Blues - blues",
+        "choice_b": "Classical - classical",
+        "choice_c": "Metal - metal",
+        "choice_d": "Pop - pop",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "metal",
+        "uniq_id": 83
+    },
+    {
+        "path": "pop/pop_concatenated_01.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Reggae - reggae",
+        "choice_b": "Blues - blues",
+        "choice_c": "Pop - pop",
+        "choice_d": "Rock - rock",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "pop",
+        "uniq_id": 84
+    },
+    {
+        "path": "pop/pop_concatenated_02.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Pop - pop",
+        "choice_b": "Jazz - jazz",
+        "choice_c": "Country - country",
+        "choice_d": "Reggae - reggae",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "pop",
+        "uniq_id": 85
+    },
+    {
+        "path": "pop/pop_concatenated_03.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Pop - pop",
+        "choice_b": "Reggae - reggae",
+        "choice_c": "Rock - rock",
+        "choice_d": "Classical - classical",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "pop",
+        "uniq_id": 86
+    },
+    {
+        "path": "pop/pop_concatenated_04.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Disco - disco",
+        "choice_b": "Pop - pop",
+        "choice_c": "Hip-hop - hiphop",
+        "choice_d": "Metal - metal",
+        "answer_gt": "B",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "pop",
+        "uniq_id": 87
+    },
+    {
+        "path": "pop/pop_concatenated_05.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Blues - blues",
+        "choice_b": "Hip-hop - hiphop",
+        "choice_c": "Pop - pop",
+        "choice_d": "Reggae - reggae",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "pop",
+        "uniq_id": 88
+    },
+    {
+        "path": "pop/pop_concatenated_06.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Jazz - jazz",
+        "choice_b": "Rock - rock",
+        "choice_c": "Hip-hop - hiphop",
+        "choice_d": "Pop - pop",
+        "answer_gt": "D",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "pop",
+        "uniq_id": 89
+    },
+    {
+        "path": "pop/pop_concatenated_07.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Jazz - jazz",
+        "choice_b": "Pop - pop",
+        "choice_c": "Metal - metal",
+        "choice_d": "Disco - disco",
+        "answer_gt": "B",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "pop",
+        "uniq_id": 90
+    },
+    {
+        "path": "pop/pop_concatenated_08.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Pop - pop",
+        "choice_b": "Classical - classical",
+        "choice_c": "Disco - disco",
+        "choice_d": "Metal - metal",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "pop",
+        "uniq_id": 91
+    },
+    {
+        "path": "pop/pop_concatenated_09.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Blues - blues",
+        "choice_b": "Pop - pop",
+        "choice_c": "Metal - metal",
+        "choice_d": "Classical - classical",
+        "answer_gt": "B",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "pop",
+        "uniq_id": 92
+    },
+    {
+        "path": "pop/pop_concatenated_10.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Pop - pop",
+        "choice_b": "Blues - blues",
+        "choice_c": "Metal - metal",
+        "choice_d": "Reggae - reggae",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "pop",
+        "uniq_id": 93
+    },
+    {
+        "path": "pop/pop_concatenated_11.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Pop - pop",
+        "choice_b": "Disco - disco",
+        "choice_c": "Reggae - reggae",
+        "choice_d": "Metal - metal",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "pop",
+        "uniq_id": 94
+    },
+    {
+        "path": "pop/pop_concatenated_12.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Pop - pop",
+        "choice_b": "Reggae - reggae",
+        "choice_c": "Disco - disco",
+        "choice_d": "Blues - blues",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "pop",
+        "uniq_id": 95
+    },
+    {
+        "path": "reggae/reggae_concatenated_01.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Pop - pop",
+        "choice_b": "Classical - classical",
+        "choice_c": "Country - country",
+        "choice_d": "Reggae - reggae",
+        "answer_gt": "D",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "reggae",
+        "uniq_id": 96
+    },
+    {
+        "path": "reggae/reggae_concatenated_02.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Classical - classical",
+        "choice_b": "Metal - metal",
+        "choice_c": "Reggae - reggae",
+        "choice_d": "Rock - rock",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "reggae",
+        "uniq_id": 97
+    },
+    {
+        "path": "reggae/reggae_concatenated_03.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Reggae - reggae",
+        "choice_b": "Metal - metal",
+        "choice_c": "Country - country",
+        "choice_d": "Hip-hop - hiphop",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "reggae",
+        "uniq_id": 98
+    },
+    {
+        "path": "reggae/reggae_concatenated_04.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Metal - metal",
+        "choice_b": "Reggae - reggae",
+        "choice_c": "Jazz - jazz",
+        "choice_d": "Country - country",
+        "answer_gt": "B",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "reggae",
+        "uniq_id": 99
+    },
+    {
+        "path": "reggae/reggae_concatenated_05.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Blues - blues",
+        "choice_b": "Jazz - jazz",
+        "choice_c": "Pop - pop",
+        "choice_d": "Reggae - reggae",
+        "answer_gt": "D",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "reggae",
+        "uniq_id": 100
+    },
+    {
+        "path": "reggae/reggae_concatenated_06.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Classical - classical",
+        "choice_b": "Blues - blues",
+        "choice_c": "Metal - metal",
+        "choice_d": "Reggae - reggae",
+        "answer_gt": "D",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "reggae",
+        "uniq_id": 101
+    },
+    {
+        "path": "reggae/reggae_concatenated_07.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Country - country",
+        "choice_b": "Reggae - reggae",
+        "choice_c": "Classical - classical",
+        "choice_d": "Blues - blues",
+        "answer_gt": "B",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "reggae",
+        "uniq_id": 102
+    },
+    {
+        "path": "reggae/reggae_concatenated_08.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Jazz - jazz",
+        "choice_b": "Reggae - reggae",
+        "choice_c": "Disco - disco",
+        "choice_d": "Pop - pop",
+        "answer_gt": "B",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "reggae",
+        "uniq_id": 103
+    },
+    {
+        "path": "reggae/reggae_concatenated_09.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Classical - classical",
+        "choice_b": "Pop - pop",
+        "choice_c": "Country - country",
+        "choice_d": "Reggae - reggae",
+        "answer_gt": "D",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "reggae",
+        "uniq_id": 104
+    },
+    {
+        "path": "reggae/reggae_concatenated_10.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Disco - disco",
+        "choice_b": "Metal - metal",
+        "choice_c": "Reggae - reggae",
+        "choice_d": "Hip-hop - hiphop",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "reggae",
+        "uniq_id": 105
+    },
+    {
+        "path": "reggae/reggae_concatenated_11.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Classical - classical",
+        "choice_b": "Metal - metal",
+        "choice_c": "Hip-hop - hiphop",
+        "choice_d": "Reggae - reggae",
+        "answer_gt": "D",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "reggae",
+        "uniq_id": 106
+    },
+    {
+        "path": "reggae/reggae_concatenated_12.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Rock - rock",
+        "choice_b": "Jazz - jazz",
+        "choice_c": "Reggae - reggae",
+        "choice_d": "Metal - metal",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "reggae",
+        "uniq_id": 107
+    },
+    {
+        "path": "rock/rock_concatenated_01.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Metal - metal",
+        "choice_b": "Blues - blues",
+        "choice_c": "Rock - rock",
+        "choice_d": "Pop - pop",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "rock",
+        "uniq_id": 108
+    },
+    {
+        "path": "rock/rock_concatenated_02.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Pop - pop",
+        "choice_b": "Rock - rock",
+        "choice_c": "Reggae - reggae",
+        "choice_d": "Jazz - jazz",
+        "answer_gt": "B",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "rock",
+        "uniq_id": 109
+    },
+    {
+        "path": "rock/rock_concatenated_03.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Rock - rock",
+        "choice_b": "Hip-hop - hiphop",
+        "choice_c": "Reggae - reggae",
+        "choice_d": "Pop - pop",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "rock",
+        "uniq_id": 110
+    },
+    {
+        "path": "rock/rock_concatenated_04.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Jazz - jazz",
+        "choice_b": "Metal - metal",
+        "choice_c": "Rock - rock",
+        "choice_d": "Hip-hop - hiphop",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "rock",
+        "uniq_id": 111
+    },
+    {
+        "path": "rock/rock_concatenated_05.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Rock - rock",
+        "choice_b": "Pop - pop",
+        "choice_c": "Disco - disco",
+        "choice_d": "Metal - metal",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "rock",
+        "uniq_id": 112
+    },
+    {
+        "path": "rock/rock_concatenated_06.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Disco - disco",
+        "choice_b": "Jazz - jazz",
+        "choice_c": "Rock - rock",
+        "choice_d": "Blues - blues",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "rock",
+        "uniq_id": 113
+    },
+    {
+        "path": "rock/rock_concatenated_07.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Rock - rock",
+        "choice_b": "Metal - metal",
+        "choice_c": "Disco - disco",
+        "choice_d": "Jazz - jazz",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "rock",
+        "uniq_id": 114
+    },
+    {
+        "path": "rock/rock_concatenated_08.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Reggae - reggae",
+        "choice_b": "Blues - blues",
+        "choice_c": "Rock - rock",
+        "choice_d": "Hip-hop - hiphop",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "rock",
+        "uniq_id": 115
+    },
+    {
+        "path": "rock/rock_concatenated_09.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Rock - rock",
+        "choice_b": "Hip-hop - hiphop",
+        "choice_c": "Pop - pop",
+        "choice_d": "Metal - metal",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "rock",
+        "uniq_id": 116
+    },
+    {
+        "path": "rock/rock_concatenated_10.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Reggae - reggae",
+        "choice_b": "Pop - pop",
+        "choice_c": "Metal - metal",
+        "choice_d": "Rock - rock",
+        "answer_gt": "D",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "rock",
+        "uniq_id": 117
+    },
+    {
+        "path": "rock/rock_concatenated_11.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Rock - rock",
+        "choice_b": "Metal - metal",
+        "choice_c": "Jazz - jazz",
+        "choice_d": "Disco - disco",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "rock",
+        "uniq_id": 118
+    },
+    {
+        "path": "rock/rock_concatenated_12.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Rock - rock",
+        "choice_b": "Disco - disco",
+        "choice_c": "Pop - pop",
+        "choice_d": "Jazz - jazz",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "rock",
+        "uniq_id": 119
+    }
+]

GTZAN/concatenated_audio/music_genre_classification_meta.json

@@ -0,0 +1,1562 @@
+[
+    {
+        "path": "blues/blues_concatenated_01.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Country - country",
+        "choice_b": "Metal - metal",
+        "choice_c": "Blues - blues",
+        "choice_d": "Classical - classical",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "blues",
+        "uniq_id": 0
+    },
+    {
+        "path": "blues/blues_concatenated_02.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Metal - metal",
+        "choice_b": "Disco - disco",
+        "choice_c": "Country - country",
+        "choice_d": "Blues - blues",
+        "answer_gt": "D",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "blues",
+        "uniq_id": 1
+    },
+    {
+        "path": "blues/blues_concatenated_03.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Reggae - reggae",
+        "choice_b": "Rock - rock",
+        "choice_c": "Blues - blues",
+        "choice_d": "Classical - classical",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "blues",
+        "uniq_id": 2
+    },
+    {
+        "path": "blues/blues_concatenated_04.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Hip-hop - hiphop",
+        "choice_b": "Rock - rock",
+        "choice_c": "Blues - blues",
+        "choice_d": "Metal - metal",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "blues",
+        "uniq_id": 3
+    },
+    {
+        "path": "blues/blues_concatenated_05.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Blues - blues",
+        "choice_b": "Pop - pop",
+        "choice_c": "Classical - classical",
+        "choice_d": "Jazz - jazz",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "blues",
+        "uniq_id": 4
+    },
+    {
+        "path": "blues/blues_concatenated_06.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Jazz - jazz",
+        "choice_b": "Blues - blues",
+        "choice_c": "Country - country",
+        "choice_d": "Metal - metal",
+        "answer_gt": "B",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "blues",
+        "uniq_id": 5
+    },
+    {
+        "path": "blues/blues_concatenated_07.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Blues - blues",
+        "choice_b": "Classical - classical",
+        "choice_c": "Country - country",
+        "choice_d": "Pop - pop",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "blues",
+        "uniq_id": 6
+    },
+    {
+        "path": "blues/blues_concatenated_08.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Reggae - reggae",
+        "choice_b": "Jazz - jazz",
+        "choice_c": "Classical - classical",
+        "choice_d": "Blues - blues",
+        "answer_gt": "D",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "blues",
+        "uniq_id": 7
+    },
+    {
+        "path": "blues/blues_concatenated_09.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Rock - rock",
+        "choice_b": "Blues - blues",
+        "choice_c": "Pop - pop",
+        "choice_d": "Jazz - jazz",
+        "answer_gt": "B",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "blues",
+        "uniq_id": 8
+    },
+    {
+        "path": "blues/blues_concatenated_10.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Classical - classical",
+        "choice_b": "Blues - blues",
+        "choice_c": "Metal - metal",
+        "choice_d": "Country - country",
+        "answer_gt": "B",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "blues",
+        "uniq_id": 9
+    },
+    {
+        "path": "blues/blues_concatenated_11.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Blues - blues",
+        "choice_b": "Rock - rock",
+        "choice_c": "Hip-hop - hiphop",
+        "choice_d": "Country - country",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "blues",
+        "uniq_id": 10
+    },
+    {
+        "path": "blues/blues_concatenated_12.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Blues - blues",
+        "choice_b": "Rock - rock",
+        "choice_c": "Metal - metal",
+        "choice_d": "Disco - disco",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "blues",
+        "uniq_id": 11
+    },
+    {
+        "path": "classical/classical_concatenated_01.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Disco - disco",
+        "choice_b": "Jazz - jazz",
+        "choice_c": "Classical - classical",
+        "choice_d": "Country - country",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "classical",
+        "uniq_id": 12
+    },
+    {
+        "path": "classical/classical_concatenated_02.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Classical - classical",
+        "choice_b": "Metal - metal",
+        "choice_c": "Jazz - jazz",
+        "choice_d": "Pop - pop",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "classical",
+        "uniq_id": 13
+    },
+    {
+        "path": "classical/classical_concatenated_03.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Pop - pop",
+        "choice_b": "Hip-hop - hiphop",
+        "choice_c": "Blues - blues",
+        "choice_d": "Classical - classical",
+        "answer_gt": "D",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "classical",
+        "uniq_id": 14
+    },
+    {
+        "path": "classical/classical_concatenated_04.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Reggae - reggae",
+        "choice_b": "Jazz - jazz",
+        "choice_c": "Classical - classical",
+        "choice_d": "Country - country",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "classical",
+        "uniq_id": 15
+    },
+    {
+        "path": "classical/classical_concatenated_05.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Pop - pop",
+        "choice_b": "Country - country",
+        "choice_c": "Classical - classical",
+        "choice_d": "Reggae - reggae",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "classical",
+        "uniq_id": 16
+    },
+    {
+        "path": "classical/classical_concatenated_06.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Classical - classical",
+        "choice_b": "Rock - rock",
+        "choice_c": "Jazz - jazz",
+        "choice_d": "Metal - metal",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "classical",
+        "uniq_id": 17
+    },
+    {
+        "path": "classical/classical_concatenated_07.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Metal - metal",
+        "choice_b": "Hip-hop - hiphop",
+        "choice_c": "Classical - classical",
+        "choice_d": "Country - country",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "classical",
+        "uniq_id": 18
+    },
+    {
+        "path": "classical/classical_concatenated_08.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Classical - classical",
+        "choice_b": "Metal - metal",
+        "choice_c": "Disco - disco",
+        "choice_d": "Country - country",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "classical",
+        "uniq_id": 19
+    },
+    {
+        "path": "classical/classical_concatenated_09.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Classical - classical",
+        "choice_b": "Country - country",
+        "choice_c": "Pop - pop",
+        "choice_d": "Hip-hop - hiphop",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "classical",
+        "uniq_id": 20
+    },
+    {
+        "path": "classical/classical_concatenated_10.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Metal - metal",
+        "choice_b": "Rock - rock",
+        "choice_c": "Blues - blues",
+        "choice_d": "Classical - classical",
+        "answer_gt": "D",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "classical",
+        "uniq_id": 21
+    },
+    {
+        "path": "classical/classical_concatenated_11.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Country - country",
+        "choice_b": "Metal - metal",
+        "choice_c": "Classical - classical",
+        "choice_d": "Disco - disco",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "classical",
+        "uniq_id": 22
+    },
+    {
+        "path": "classical/classical_concatenated_12.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Reggae - reggae",
+        "choice_b": "Classical - classical",
+        "choice_c": "Jazz - jazz",
+        "choice_d": "Blues - blues",
+        "answer_gt": "B",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "classical",
+        "uniq_id": 23
+    },
+    {
+        "path": "country/country_concatenated_01.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Jazz - jazz",
+        "choice_b": "Classical - classical",
+        "choice_c": "Country - country",
+        "choice_d": "Hip-hop - hiphop",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "country",
+        "uniq_id": 24
+    },
+    {
+        "path": "country/country_concatenated_02.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Blues - blues",
+        "choice_b": "Reggae - reggae",
+        "choice_c": "Metal - metal",
+        "choice_d": "Country - country",
+        "answer_gt": "D",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "country",
+        "uniq_id": 25
+    },
+    {
+        "path": "country/country_concatenated_03.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Blues - blues",
+        "choice_b": "Hip-hop - hiphop",
+        "choice_c": "Classical - classical",
+        "choice_d": "Country - country",
+        "answer_gt": "D",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "country",
+        "uniq_id": 26
+    },
+    {
+        "path": "country/country_concatenated_04.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Classical - classical",
+        "choice_b": "Country - country",
+        "choice_c": "Disco - disco",
+        "choice_d": "Rock - rock",
+        "answer_gt": "B",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "country",
+        "uniq_id": 27
+    },
+    {
+        "path": "country/country_concatenated_05.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Country - country",
+        "choice_b": "Classical - classical",
+        "choice_c": "Pop - pop",
+        "choice_d": "Jazz - jazz",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "country",
+        "uniq_id": 28
+    },
+    {
+        "path": "country/country_concatenated_06.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Pop - pop",
+        "choice_b": "Metal - metal",
+        "choice_c": "Country - country",
+        "choice_d": "Hip-hop - hiphop",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "country",
+        "uniq_id": 29
+    },
+    {
+        "path": "country/country_concatenated_07.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Hip-hop - hiphop",
+        "choice_b": "Disco - disco",
+        "choice_c": "Classical - classical",
+        "choice_d": "Country - country",
+        "answer_gt": "D",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "country",
+        "uniq_id": 30
+    },
+    {
+        "path": "country/country_concatenated_08.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Hip-hop - hiphop",
+        "choice_b": "Blues - blues",
+        "choice_c": "Reggae - reggae",
+        "choice_d": "Country - country",
+        "answer_gt": "D",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "country",
+        "uniq_id": 31
+    },
+    {
+        "path": "country/country_concatenated_09.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Country - country",
+        "choice_b": "Metal - metal",
+        "choice_c": "Rock - rock",
+        "choice_d": "Blues - blues",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "country",
+        "uniq_id": 32
+    },
+    {
+        "path": "country/country_concatenated_10.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Disco - disco",
+        "choice_b": "Hip-hop - hiphop",
+        "choice_c": "Country - country",
+        "choice_d": "Metal - metal",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "country",
+        "uniq_id": 33
+    },
+    {
+        "path": "country/country_concatenated_11.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Blues - blues",
+        "choice_b": "Pop - pop",
+        "choice_c": "Hip-hop - hiphop",
+        "choice_d": "Country - country",
+        "answer_gt": "D",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "country",
+        "uniq_id": 34
+    },
+    {
+        "path": "country/country_concatenated_12.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Metal - metal",
+        "choice_b": "Country - country",
+        "choice_c": "Pop - pop",
+        "choice_d": "Hip-hop - hiphop",
+        "answer_gt": "B",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "country",
+        "uniq_id": 35
+    },
+    {
+        "path": "disco/disco_concatenated_01.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Classical - classical",
+        "choice_b": "Hip-hop - hiphop",
+        "choice_c": "Disco - disco",
+        "choice_d": "Blues - blues",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "disco",
+        "uniq_id": 36
+    },
+    {
+        "path": "disco/disco_concatenated_02.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Rock - rock",
+        "choice_b": "Hip-hop - hiphop",
+        "choice_c": "Disco - disco",
+        "choice_d": "Jazz - jazz",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "disco",
+        "uniq_id": 37
+    },
+    {
+        "path": "disco/disco_concatenated_03.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Jazz - jazz",
+        "choice_b": "Hip-hop - hiphop",
+        "choice_c": "Disco - disco",
+        "choice_d": "Country - country",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "disco",
+        "uniq_id": 38
+    },
+    {
+        "path": "disco/disco_concatenated_04.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Rock - rock",
+        "choice_b": "Classical - classical",
+        "choice_c": "Blues - blues",
+        "choice_d": "Disco - disco",
+        "answer_gt": "D",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "disco",
+        "uniq_id": 39
+    },
+    {
+        "path": "disco/disco_concatenated_05.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Pop - pop",
+        "choice_b": "Country - country",
+        "choice_c": "Disco - disco",
+        "choice_d": "Hip-hop - hiphop",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "disco",
+        "uniq_id": 40
+    },
+    {
+        "path": "disco/disco_concatenated_06.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Hip-hop - hiphop",
+        "choice_b": "Country - country",
+        "choice_c": "Blues - blues",
+        "choice_d": "Disco - disco",
+        "answer_gt": "D",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "disco",
+        "uniq_id": 41
+    },
+    {
+        "path": "disco/disco_concatenated_07.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Reggae - reggae",
+        "choice_b": "Jazz - jazz",
+        "choice_c": "Disco - disco",
+        "choice_d": "Hip-hop - hiphop",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "disco",
+        "uniq_id": 42
+    },
+    {
+        "path": "disco/disco_concatenated_08.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Blues - blues",
+        "choice_b": "Jazz - jazz",
+        "choice_c": "Hip-hop - hiphop",
+        "choice_d": "Disco - disco",
+        "answer_gt": "D",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "disco",
+        "uniq_id": 43
+    },
+    {
+        "path": "disco/disco_concatenated_09.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Blues - blues",
+        "choice_b": "Disco - disco",
+        "choice_c": "Rock - rock",
+        "choice_d": "Jazz - jazz",
+        "answer_gt": "B",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "disco",
+        "uniq_id": 44
+    },
+    {
+        "path": "disco/disco_concatenated_10.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Pop - pop",
+        "choice_b": "Classical - classical",
+        "choice_c": "Disco - disco",
+        "choice_d": "Blues - blues",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "disco",
+        "uniq_id": 45
+    },
+    {
+        "path": "disco/disco_concatenated_11.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Blues - blues",
+        "choice_b": "Disco - disco",
+        "choice_c": "Pop - pop",
+        "choice_d": "Hip-hop - hiphop",
+        "answer_gt": "B",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "disco",
+        "uniq_id": 46
+    },
+    {
+        "path": "disco/disco_concatenated_12.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Metal - metal",
+        "choice_b": "Disco - disco",
+        "choice_c": "Classical - classical",
+        "choice_d": "Pop - pop",
+        "answer_gt": "B",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "disco",
+        "uniq_id": 47
+    },
+    {
+        "path": "hiphop/hiphop_concatenated_01.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Disco - disco",
+        "choice_b": "Metal - metal",
+        "choice_c": "Hip-hop - hiphop",
+        "choice_d": "Country - country",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "hiphop",
+        "uniq_id": 48
+    },
+    {
+        "path": "hiphop/hiphop_concatenated_02.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Metal - metal",
+        "choice_b": "Reggae - reggae",
+        "choice_c": "Pop - pop",
+        "choice_d": "Hip-hop - hiphop",
+        "answer_gt": "D",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "hiphop",
+        "uniq_id": 49
+    },
+    {
+        "path": "hiphop/hiphop_concatenated_03.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Hip-hop - hiphop",
+        "choice_b": "Jazz - jazz",
+        "choice_c": "Rock - rock",
+        "choice_d": "Classical - classical",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "hiphop",
+        "uniq_id": 50
+    },
+    {
+        "path": "hiphop/hiphop_concatenated_04.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Hip-hop - hiphop",
+        "choice_b": "Metal - metal",
+        "choice_c": "Blues - blues",
+        "choice_d": "Country - country",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "hiphop",
+        "uniq_id": 51
+    },
+    {
+        "path": "hiphop/hiphop_concatenated_05.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Country - country",
+        "choice_b": "Hip-hop - hiphop",
+        "choice_c": "Pop - pop",
+        "choice_d": "Reggae - reggae",
+        "answer_gt": "B",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "hiphop",
+        "uniq_id": 52
+    },
+    {
+        "path": "hiphop/hiphop_concatenated_06.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Jazz - jazz",
+        "choice_b": "Rock - rock",
+        "choice_c": "Metal - metal",
+        "choice_d": "Hip-hop - hiphop",
+        "answer_gt": "D",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "hiphop",
+        "uniq_id": 53
+    },
+    {
+        "path": "hiphop/hiphop_concatenated_07.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Hip-hop - hiphop",
+        "choice_b": "Rock - rock",
+        "choice_c": "Metal - metal",
+        "choice_d": "Classical - classical",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "hiphop",
+        "uniq_id": 54
+    },
+    {
+        "path": "hiphop/hiphop_concatenated_08.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Hip-hop - hiphop",
+        "choice_b": "Disco - disco",
+        "choice_c": "Classical - classical",
+        "choice_d": "Metal - metal",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "hiphop",
+        "uniq_id": 55
+    },
+    {
+        "path": "hiphop/hiphop_concatenated_09.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Blues - blues",
+        "choice_b": "Hip-hop - hiphop",
+        "choice_c": "Jazz - jazz",
+        "choice_d": "Reggae - reggae",
+        "answer_gt": "B",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "hiphop",
+        "uniq_id": 56
+    },
+    {
+        "path": "hiphop/hiphop_concatenated_10.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Hip-hop - hiphop",
+        "choice_b": "Pop - pop",
+        "choice_c": "Metal - metal",
+        "choice_d": "Blues - blues",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "hiphop",
+        "uniq_id": 57
+    },
+    {
+        "path": "hiphop/hiphop_concatenated_11.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Country - country",
+        "choice_b": "Hip-hop - hiphop",
+        "choice_c": "Reggae - reggae",
+        "choice_d": "Jazz - jazz",
+        "answer_gt": "B",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "hiphop",
+        "uniq_id": 58
+    },
+    {
+        "path": "hiphop/hiphop_concatenated_12.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Metal - metal",
+        "choice_b": "Hip-hop - hiphop",
+        "choice_c": "Rock - rock",
+        "choice_d": "Classical - classical",
+        "answer_gt": "B",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "hiphop",
+        "uniq_id": 59
+    },
+    {
+        "path": "jazz/jazz_concatenated_01.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Country - country",
+        "choice_b": "Disco - disco",
+        "choice_c": "Jazz - jazz",
+        "choice_d": "Metal - metal",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "jazz",
+        "uniq_id": 60
+    },
+    {
+        "path": "jazz/jazz_concatenated_02.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Country - country",
+        "choice_b": "Jazz - jazz",
+        "choice_c": "Blues - blues",
+        "choice_d": "Metal - metal",
+        "answer_gt": "B",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "jazz",
+        "uniq_id": 61
+    },
+    {
+        "path": "jazz/jazz_concatenated_03.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Classical - classical",
+        "choice_b": "Jazz - jazz",
+        "choice_c": "Metal - metal",
+        "choice_d": "Pop - pop",
+        "answer_gt": "B",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "jazz",
+        "uniq_id": 62
+    },
+    {
+        "path": "jazz/jazz_concatenated_04.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Country - country",
+        "choice_b": "Jazz - jazz",
+        "choice_c": "Pop - pop",
+        "choice_d": "Disco - disco",
+        "answer_gt": "B",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "jazz",
+        "uniq_id": 63
+    },
+    {
+        "path": "jazz/jazz_concatenated_05.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Country - country",
+        "choice_b": "Jazz - jazz",
+        "choice_c": "Metal - metal",
+        "choice_d": "Pop - pop",
+        "answer_gt": "B",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "jazz",
+        "uniq_id": 64
+    },
+    {
+        "path": "jazz/jazz_concatenated_06.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Country - country",
+        "choice_b": "Pop - pop",
+        "choice_c": "Hip-hop - hiphop",
+        "choice_d": "Jazz - jazz",
+        "answer_gt": "D",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "jazz",
+        "uniq_id": 65
+    },
+    {
+        "path": "jazz/jazz_concatenated_07.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Jazz - jazz",
+        "choice_b": "Disco - disco",
+        "choice_c": "Reggae - reggae",
+        "choice_d": "Classical - classical",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "jazz",
+        "uniq_id": 66
+    },
+    {
+        "path": "jazz/jazz_concatenated_08.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Jazz - jazz",
+        "choice_b": "Rock - rock",
+        "choice_c": "Blues - blues",
+        "choice_d": "Disco - disco",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "jazz",
+        "uniq_id": 67
+    },
+    {
+        "path": "jazz/jazz_concatenated_09.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Jazz - jazz",
+        "choice_b": "Pop - pop",
+        "choice_c": "Hip-hop - hiphop",
+        "choice_d": "Classical - classical",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "jazz",
+        "uniq_id": 68
+    },
+    {
+        "path": "jazz/jazz_concatenated_10.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Metal - metal",
+        "choice_b": "Blues - blues",
+        "choice_c": "Rock - rock",
+        "choice_d": "Jazz - jazz",
+        "answer_gt": "D",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "jazz",
+        "uniq_id": 69
+    },
+    {
+        "path": "jazz/jazz_concatenated_11.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Jazz - jazz",
+        "choice_b": "Blues - blues",
+        "choice_c": "Hip-hop - hiphop",
+        "choice_d": "Reggae - reggae",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "jazz",
+        "uniq_id": 70
+    },
+    {
+        "path": "jazz/jazz_concatenated_12.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Classical - classical",
+        "choice_b": "Jazz - jazz",
+        "choice_c": "Disco - disco",
+        "choice_d": "Pop - pop",
+        "answer_gt": "B",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "jazz",
+        "uniq_id": 71
+    },
+    {
+        "path": "metal/metal_concatenated_01.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Metal - metal",
+        "choice_b": "Blues - blues",
+        "choice_c": "Hip-hop - hiphop",
+        "choice_d": "Pop - pop",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "metal",
+        "uniq_id": 72
+    },
+    {
+        "path": "metal/metal_concatenated_02.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Classical - classical",
+        "choice_b": "Metal - metal",
+        "choice_c": "Hip-hop - hiphop",
+        "choice_d": "Jazz - jazz",
+        "answer_gt": "B",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "metal",
+        "uniq_id": 73
+    },
+    {
+        "path": "metal/metal_concatenated_03.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Metal - metal",
+        "choice_b": "Rock - rock",
+        "choice_c": "Hip-hop - hiphop",
+        "choice_d": "Jazz - jazz",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "metal",
+        "uniq_id": 74
+    },
+    {
+        "path": "metal/metal_concatenated_04.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Metal - metal",
+        "choice_b": "Hip-hop - hiphop",
+        "choice_c": "Country - country",
+        "choice_d": "Classical - classical",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "metal",
+        "uniq_id": 75
+    },
+    {
+        "path": "metal/metal_concatenated_05.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Disco - disco",
+        "choice_b": "Hip-hop - hiphop",
+        "choice_c": "Country - country",
+        "choice_d": "Metal - metal",
+        "answer_gt": "D",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "metal",
+        "uniq_id": 76
+    },
+    {
+        "path": "metal/metal_concatenated_06.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Metal - metal",
+        "choice_b": "Reggae - reggae",
+        "choice_c": "Disco - disco",
+        "choice_d": "Pop - pop",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "metal",
+        "uniq_id": 77
+    },
+    {
+        "path": "metal/metal_concatenated_07.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Reggae - reggae",
+        "choice_b": "Metal - metal",
+        "choice_c": "Disco - disco",
+        "choice_d": "Hip-hop - hiphop",
+        "answer_gt": "B",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "metal",
+        "uniq_id": 78
+    },
+    {
+        "path": "metal/metal_concatenated_08.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Classical - classical",
+        "choice_b": "Reggae - reggae",
+        "choice_c": "Metal - metal",
+        "choice_d": "Hip-hop - hiphop",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "metal",
+        "uniq_id": 79
+    },
+    {
+        "path": "metal/metal_concatenated_09.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Pop - pop",
+        "choice_b": "Disco - disco",
+        "choice_c": "Metal - metal",
+        "choice_d": "Hip-hop - hiphop",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "metal",
+        "uniq_id": 80
+    },
+    {
+        "path": "metal/metal_concatenated_10.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Reggae - reggae",
+        "choice_b": "Disco - disco",
+        "choice_c": "Blues - blues",
+        "choice_d": "Metal - metal",
+        "answer_gt": "D",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "metal",
+        "uniq_id": 81
+    },
+    {
+        "path": "metal/metal_concatenated_11.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Disco - disco",
+        "choice_b": "Pop - pop",
+        "choice_c": "Metal - metal",
+        "choice_d": "Rock - rock",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "metal",
+        "uniq_id": 82
+    },
+    {
+        "path": "metal/metal_concatenated_12.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Blues - blues",
+        "choice_b": "Classical - classical",
+        "choice_c": "Metal - metal",
+        "choice_d": "Pop - pop",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "metal",
+        "uniq_id": 83
+    },
+    {
+        "path": "pop/pop_concatenated_01.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Reggae - reggae",
+        "choice_b": "Blues - blues",
+        "choice_c": "Pop - pop",
+        "choice_d": "Rock - rock",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "pop",
+        "uniq_id": 84
+    },
+    {
+        "path": "pop/pop_concatenated_02.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Pop - pop",
+        "choice_b": "Jazz - jazz",
+        "choice_c": "Country - country",
+        "choice_d": "Reggae - reggae",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "pop",
+        "uniq_id": 85
+    },
+    {
+        "path": "pop/pop_concatenated_03.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Pop - pop",
+        "choice_b": "Reggae - reggae",
+        "choice_c": "Rock - rock",
+        "choice_d": "Classical - classical",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "pop",
+        "uniq_id": 86
+    },
+    {
+        "path": "pop/pop_concatenated_04.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Disco - disco",
+        "choice_b": "Pop - pop",
+        "choice_c": "Hip-hop - hiphop",
+        "choice_d": "Metal - metal",
+        "answer_gt": "B",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "pop",
+        "uniq_id": 87
+    },
+    {
+        "path": "pop/pop_concatenated_05.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Blues - blues",
+        "choice_b": "Hip-hop - hiphop",
+        "choice_c": "Pop - pop",
+        "choice_d": "Reggae - reggae",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "pop",
+        "uniq_id": 88
+    },
+    {
+        "path": "pop/pop_concatenated_06.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Jazz - jazz",
+        "choice_b": "Rock - rock",
+        "choice_c": "Hip-hop - hiphop",
+        "choice_d": "Pop - pop",
+        "answer_gt": "D",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "pop",
+        "uniq_id": 89
+    },
+    {
+        "path": "pop/pop_concatenated_07.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Jazz - jazz",
+        "choice_b": "Pop - pop",
+        "choice_c": "Metal - metal",
+        "choice_d": "Disco - disco",
+        "answer_gt": "B",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "pop",
+        "uniq_id": 90
+    },
+    {
+        "path": "pop/pop_concatenated_08.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Pop - pop",
+        "choice_b": "Classical - classical",
+        "choice_c": "Disco - disco",
+        "choice_d": "Metal - metal",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "pop",
+        "uniq_id": 91
+    },
+    {
+        "path": "pop/pop_concatenated_09.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Blues - blues",
+        "choice_b": "Pop - pop",
+        "choice_c": "Metal - metal",
+        "choice_d": "Classical - classical",
+        "answer_gt": "B",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "pop",
+        "uniq_id": 92
+    },
+    {
+        "path": "pop/pop_concatenated_10.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Pop - pop",
+        "choice_b": "Blues - blues",
+        "choice_c": "Metal - metal",
+        "choice_d": "Reggae - reggae",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "pop",
+        "uniq_id": 93
+    },
+    {
+        "path": "pop/pop_concatenated_11.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Pop - pop",
+        "choice_b": "Disco - disco",
+        "choice_c": "Reggae - reggae",
+        "choice_d": "Metal - metal",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "pop",
+        "uniq_id": 94
+    },
+    {
+        "path": "pop/pop_concatenated_12.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Pop - pop",
+        "choice_b": "Reggae - reggae",
+        "choice_c": "Disco - disco",
+        "choice_d": "Blues - blues",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "pop",
+        "uniq_id": 95
+    },
+    {
+        "path": "reggae/reggae_concatenated_01.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Pop - pop",
+        "choice_b": "Classical - classical",
+        "choice_c": "Country - country",
+        "choice_d": "Reggae - reggae",
+        "answer_gt": "D",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "reggae",
+        "uniq_id": 96
+    },
+    {
+        "path": "reggae/reggae_concatenated_02.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Classical - classical",
+        "choice_b": "Metal - metal",
+        "choice_c": "Reggae - reggae",
+        "choice_d": "Rock - rock",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "reggae",
+        "uniq_id": 97
+    },
+    {
+        "path": "reggae/reggae_concatenated_03.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Reggae - reggae",
+        "choice_b": "Metal - metal",
+        "choice_c": "Country - country",
+        "choice_d": "Hip-hop - hiphop",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "reggae",
+        "uniq_id": 98
+    },
+    {
+        "path": "reggae/reggae_concatenated_04.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Metal - metal",
+        "choice_b": "Reggae - reggae",
+        "choice_c": "Jazz - jazz",
+        "choice_d": "Country - country",
+        "answer_gt": "B",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "reggae",
+        "uniq_id": 99
+    },
+    {
+        "path": "reggae/reggae_concatenated_05.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Blues - blues",
+        "choice_b": "Jazz - jazz",
+        "choice_c": "Pop - pop",
+        "choice_d": "Reggae - reggae",
+        "answer_gt": "D",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "reggae",
+        "uniq_id": 100
+    },
+    {
+        "path": "reggae/reggae_concatenated_06.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Classical - classical",
+        "choice_b": "Blues - blues",
+        "choice_c": "Metal - metal",
+        "choice_d": "Reggae - reggae",
+        "answer_gt": "D",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "reggae",
+        "uniq_id": 101
+    },
+    {
+        "path": "reggae/reggae_concatenated_07.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Country - country",
+        "choice_b": "Reggae - reggae",
+        "choice_c": "Classical - classical",
+        "choice_d": "Blues - blues",
+        "answer_gt": "B",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "reggae",
+        "uniq_id": 102
+    },
+    {
+        "path": "reggae/reggae_concatenated_08.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Jazz - jazz",
+        "choice_b": "Reggae - reggae",
+        "choice_c": "Disco - disco",
+        "choice_d": "Pop - pop",
+        "answer_gt": "B",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "reggae",
+        "uniq_id": 103
+    },
+    {
+        "path": "reggae/reggae_concatenated_09.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Classical - classical",
+        "choice_b": "Pop - pop",
+        "choice_c": "Country - country",
+        "choice_d": "Reggae - reggae",
+        "answer_gt": "D",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "reggae",
+        "uniq_id": 104
+    },
+    {
+        "path": "reggae/reggae_concatenated_10.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Disco - disco",
+        "choice_b": "Metal - metal",
+        "choice_c": "Reggae - reggae",
+        "choice_d": "Hip-hop - hiphop",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "reggae",
+        "uniq_id": 105
+    },
+    {
+        "path": "reggae/reggae_concatenated_11.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Classical - classical",
+        "choice_b": "Metal - metal",
+        "choice_c": "Hip-hop - hiphop",
+        "choice_d": "Reggae - reggae",
+        "answer_gt": "D",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "reggae",
+        "uniq_id": 106
+    },
+    {
+        "path": "reggae/reggae_concatenated_12.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Rock - rock",
+        "choice_b": "Jazz - jazz",
+        "choice_c": "Reggae - reggae",
+        "choice_d": "Metal - metal",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "reggae",
+        "uniq_id": 107
+    },
+    {
+        "path": "rock/rock_concatenated_01.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Metal - metal",
+        "choice_b": "Blues - blues",
+        "choice_c": "Rock - rock",
+        "choice_d": "Pop - pop",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "rock",
+        "uniq_id": 108
+    },
+    {
+        "path": "rock/rock_concatenated_02.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Pop - pop",
+        "choice_b": "Rock - rock",
+        "choice_c": "Reggae - reggae",
+        "choice_d": "Jazz - jazz",
+        "answer_gt": "B",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "rock",
+        "uniq_id": 109
+    },
+    {
+        "path": "rock/rock_concatenated_03.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Rock - rock",
+        "choice_b": "Hip-hop - hiphop",
+        "choice_c": "Reggae - reggae",
+        "choice_d": "Pop - pop",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "rock",
+        "uniq_id": 110
+    },
+    {
+        "path": "rock/rock_concatenated_04.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Jazz - jazz",
+        "choice_b": "Metal - metal",
+        "choice_c": "Rock - rock",
+        "choice_d": "Hip-hop - hiphop",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "rock",
+        "uniq_id": 111
+    },
+    {
+        "path": "rock/rock_concatenated_05.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Rock - rock",
+        "choice_b": "Pop - pop",
+        "choice_c": "Disco - disco",
+        "choice_d": "Metal - metal",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "rock",
+        "uniq_id": 112
+    },
+    {
+        "path": "rock/rock_concatenated_06.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Disco - disco",
+        "choice_b": "Jazz - jazz",
+        "choice_c": "Rock - rock",
+        "choice_d": "Blues - blues",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "rock",
+        "uniq_id": 113
+    },
+    {
+        "path": "rock/rock_concatenated_07.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Rock - rock",
+        "choice_b": "Metal - metal",
+        "choice_c": "Disco - disco",
+        "choice_d": "Jazz - jazz",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "rock",
+        "uniq_id": 114
+    },
+    {
+        "path": "rock/rock_concatenated_08.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Reggae - reggae",
+        "choice_b": "Blues - blues",
+        "choice_c": "Rock - rock",
+        "choice_d": "Hip-hop - hiphop",
+        "answer_gt": "C",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "rock",
+        "uniq_id": 115
+    },
+    {
+        "path": "rock/rock_concatenated_09.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Rock - rock",
+        "choice_b": "Hip-hop - hiphop",
+        "choice_c": "Pop - pop",
+        "choice_d": "Metal - metal",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "rock",
+        "uniq_id": 116
+    },
+    {
+        "path": "rock/rock_concatenated_10.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Reggae - reggae",
+        "choice_b": "Pop - pop",
+        "choice_c": "Metal - metal",
+        "choice_d": "Rock - rock",
+        "answer_gt": "D",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "rock",
+        "uniq_id": 117
+    },
+    {
+        "path": "rock/rock_concatenated_11.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Rock - rock",
+        "choice_b": "Metal - metal",
+        "choice_c": "Jazz - jazz",
+        "choice_d": "Disco - disco",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "rock",
+        "uniq_id": 118
+    },
+    {
+        "path": "rock/rock_concatenated_12.wav",
+        "question": "What music genre is represented in this audio segment?",
+        "choice_a": "Rock - rock",
+        "choice_b": "Disco - disco",
+        "choice_c": "Pop - pop",
+        "choice_d": "Jazz - jazz",
+        "answer_gt": "A",
+        "task_name": "Music_Genre_Classification",
+        "dataset_name": "GTZAN_Music_Genre",
+        "genre_label": "rock",
+        "uniq_id": 119
+    }
+]

SLUE/dev/concatenated_audio_with/.ipynb_checkpoints/concatenation_report-checkpoint.json

@@ -0,0 +1,10 @@
+{
+  "concatenation_summary": {
+    "timestamp": "2025-07-03T10:57:48.122441",
+    "total_input_files": 894,
+    "successful_concatenations": 37,
+    "failed_files_count": 0,
+    "target_duration_minutes": 5,
+    "failed_files": []
+  }
+}

SLUE/dev/concatenated_audio_with/.ipynb_checkpoints/ner_conversion_report-checkpoint.json

@@ -0,0 +1,99 @@
+{
+  "conversion_summary": {
+    "timestamp": "2025-07-07T07:45:19Z",
+    "total_records": 37,
+    "entity_statistics": {
+      "min_count": 30,
+      "max_count": 55,
+      "average_count": 44.3,
+      "total_unique_types": 7
+    },
+    "entity_types_found": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "answer_distribution": {
+      "A": 8,
+      "B": 8,
+      "C": 10,
+      "D": 11
+    },
+    "sample_records": [
+      {
+        "path": "concatenated_audio_0000.wav",
+        "question": "How many named entities appear in this audio segment?",
+        "choice_a": "51 entities",
+        "choice_b": "52 entities",
+        "choice_c": "46 entities",
+        "choice_d": "49 entities",
+        "answer_gt": "D",
+        "task_name": "NER(Named Entity Recognition)",
+        "dataset_name": "SLUE-VoxPopuli",
+        "entity_count": 49,
+        "entity_types": [
+          "LAW",
+          "NORP",
+          "ORG",
+          "PLACE",
+          "QUANT",
+          "WHEN"
+        ],
+        "source_count": 25,
+        "audio_duration_info": "approximately 5 minutes",
+        "uniq_id": 0
+      },
+      {
+        "path": "concatenated_audio_0001.wav",
+        "question": "How many named entities appear in this audio segment?",
+        "choice_a": "44 entities",
+        "choice_b": "47 entities",
+        "choice_c": "46 entities",
+        "choice_d": "45 entities",
+        "answer_gt": "B",
+        "task_name": "NER(Named Entity Recognition)",
+        "dataset_name": "SLUE-VoxPopuli",
+        "entity_count": 47,
+        "entity_types": [
+          "LAW",
+          "NORP",
+          "ORG",
+          "PLACE",
+          "QUANT",
+          "WHEN"
+        ],
+        "source_count": 26,
+        "audio_duration_info": "approximately 5 minutes",
+        "uniq_id": 1
+      },
+      {
+        "path": "concatenated_audio_0002.wav",
+        "question": "How many named entities appear in this audio segment?",
+        "choice_a": "46 entities",
+        "choice_b": "45 entities",
+        "choice_c": "43 entities",
+        "choice_d": "47 entities",
+        "answer_gt": "A",
+        "task_name": "NER(Named Entity Recognition)",
+        "dataset_name": "SLUE-VoxPopuli",
+        "entity_count": 46,
+        "entity_types": [
+          "LAW",
+          "NORP",
+          "ORG",
+          "PERSON",
+          "PLACE",
+          "QUANT",
+          "WHEN"
+        ],
+        "source_count": 23,
+        "audio_duration_info": "approximately 5 minutes",
+        "uniq_id": 2
+      }
+    ]
+  }
+}

SLUE/dev/concatenated_audio_with/.ipynb_checkpoints/ner_json_generation_report-checkpoint.json

@@ -0,0 +1,77 @@
+{
+  "generation_summary": {
+    "total_records": 37,
+    "successful_records": 37,
+    "failed_records": 0,
+    "output_file": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/concatenated_audio_with/ner_questions.json"
+  },
+  "entity_count_distribution": {
+    "0": 37
+  },
+  "entity_type_distribution": {},
+  "answer_distribution": {
+    "B": 10,
+    "D": 9,
+    "C": 10,
+    "A": 8
+  },
+  "sample_records": [
+    {
+      "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/concatenated_audio_with/concatenated_audio_0000.wav",
+      "question": "How many named entities are present in this audio segment?",
+      "choice_a": "3 entities - 3 named entities identified in this audio",
+      "choice_b": "0 entities - No named entities identified in this audio",
+      "choice_c": "2 entities - 2 named entities identified in this audio",
+      "choice_d": "1 entity - One named entity identified in this audio",
+      "answer_gt": "B",
+      "task_name": "NER(Named Entity Recognition)",
+      "dataset_name": "SLUE-VoxPopuli",
+      "uniq_id": 0,
+      "entity_count": 0,
+      "entity_types": [],
+      "source_mix_ratio": "unknown",
+      "with_entities_count": 0,
+      "without_entities_count": 0,
+      "source_count": 25,
+      "audio_duration_seconds": 297.56
+    },
+    {
+      "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/concatenated_audio_with/concatenated_audio_0001.wav",
+      "question": "How many named entities are present in this audio segment?",
+      "choice_a": "1 entity - One named entity identified in this audio",
+      "choice_b": "2 entities - 2 named entities identified in this audio",
+      "choice_c": "3 entities - 3 named entities identified in this audio",
+      "choice_d": "0 entities - No named entities identified in this audio",
+      "answer_gt": "D",
+      "task_name": "NER(Named Entity Recognition)",
+      "dataset_name": "SLUE-VoxPopuli",
+      "uniq_id": 1,
+      "entity_count": 0,
+      "entity_types": [],
+      "source_mix_ratio": "unknown",
+      "with_entities_count": 0,
+      "without_entities_count": 0,
+      "source_count": 26,
+      "audio_duration_seconds": 296.46
+    },
+    {
+      "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/concatenated_audio_with/concatenated_audio_0002.wav",
+      "question": "How many named entities are present in this audio segment?",
+      "choice_a": "1 entity - One named entity identified in this audio",
+      "choice_b": "2 entities - 2 named entities identified in this audio",
+      "choice_c": "3 entities - 3 named entities identified in this audio",
+      "choice_d": "0 entities - No named entities identified in this audio",
+      "answer_gt": "D",
+      "task_name": "NER(Named Entity Recognition)",
+      "dataset_name": "SLUE-VoxPopuli",
+      "uniq_id": 2,
+      "entity_count": 0,
+      "entity_types": [],
+      "source_mix_ratio": "unknown",
+      "with_entities_count": 0,
+      "without_entities_count": 0,
+      "source_count": 23,
+      "audio_duration_seconds": 298.18
+    }
+  ]
+}

SLUE/dev/concatenated_audio_with/.ipynb_checkpoints/ner_questions-checkpoint.json

@@ -0,0 +1,705 @@
+[
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/concatenated_audio_with/concatenated_audio_0000.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "3 entities - 3 named entities identified in this audio",
+    "choice_b": "0 entities - No named entities identified in this audio",
+    "choice_c": "2 entities - 2 named entities identified in this audio",
+    "choice_d": "1 entity - One named entity identified in this audio",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 0,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "unknown",
+    "with_entities_count": 0,
+    "without_entities_count": 0,
+    "source_count": 25,
+    "audio_duration_seconds": 297.56
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/concatenated_audio_with/concatenated_audio_0001.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "1 entity - One named entity identified in this audio",
+    "choice_b": "2 entities - 2 named entities identified in this audio",
+    "choice_c": "3 entities - 3 named entities identified in this audio",
+    "choice_d": "0 entities - No named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 1,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "unknown",
+    "with_entities_count": 0,
+    "without_entities_count": 0,
+    "source_count": 26,
+    "audio_duration_seconds": 296.46
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/concatenated_audio_with/concatenated_audio_0002.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "1 entity - One named entity identified in this audio",
+    "choice_b": "2 entities - 2 named entities identified in this audio",
+    "choice_c": "3 entities - 3 named entities identified in this audio",
+    "choice_d": "0 entities - No named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 2,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "unknown",
+    "with_entities_count": 0,
+    "without_entities_count": 0,
+    "source_count": 23,
+    "audio_duration_seconds": 298.18
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/concatenated_audio_with/concatenated_audio_0003.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "3 entities - 3 named entities identified in this audio",
+    "choice_b": "2 entities - 2 named entities identified in this audio",
+    "choice_c": "0 entities - No named entities identified in this audio",
+    "choice_d": "1 entity - One named entity identified in this audio",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 3,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "unknown",
+    "with_entities_count": 0,
+    "without_entities_count": 0,
+    "source_count": 25,
+    "audio_duration_seconds": 296.74
+  },
+  {
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+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "0 entities - No named entities identified in this audio",
+    "choice_b": "1 entity - One named entity identified in this audio",
+    "choice_c": "2 entities - 2 named entities identified in this audio",
+    "choice_d": "3 entities - 3 named entities identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 4,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "unknown",
+    "with_entities_count": 0,
+    "without_entities_count": 0,
+    "source_count": 26,
+    "audio_duration_seconds": 294.01
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/concatenated_audio_with/concatenated_audio_0005.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "3 entities - 3 named entities identified in this audio",
+    "choice_b": "0 entities - No named entities identified in this audio",
+    "choice_c": "2 entities - 2 named entities identified in this audio",
+    "choice_d": "1 entity - One named entity identified in this audio",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 5,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "unknown",
+    "with_entities_count": 0,
+    "without_entities_count": 0,
+    "source_count": 28,
+    "audio_duration_seconds": 296.72
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/concatenated_audio_with/concatenated_audio_0006.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "1 entity - One named entity identified in this audio",
+    "choice_b": "0 entities - No named entities identified in this audio",
+    "choice_c": "2 entities - 2 named entities identified in this audio",
+    "choice_d": "3 entities - 3 named entities identified in this audio",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 6,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "unknown",
+    "with_entities_count": 0,
+    "without_entities_count": 0,
+    "source_count": 28,
+    "audio_duration_seconds": 299.43
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/concatenated_audio_with/concatenated_audio_0007.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "3 entities - 3 named entities identified in this audio",
+    "choice_b": "1 entity - One named entity identified in this audio",
+    "choice_c": "0 entities - No named entities identified in this audio",
+    "choice_d": "2 entities - 2 named entities identified in this audio",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 7,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "unknown",
+    "with_entities_count": 0,
+    "without_entities_count": 0,
+    "source_count": 24,
+    "audio_duration_seconds": 289.83
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/concatenated_audio_with/concatenated_audio_0008.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "1 entity - One named entity identified in this audio",
+    "choice_b": "2 entities - 2 named entities identified in this audio",
+    "choice_c": "3 entities - 3 named entities identified in this audio",
+    "choice_d": "0 entities - No named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 8,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "unknown",
+    "with_entities_count": 0,
+    "without_entities_count": 0,
+    "source_count": 18,
+    "audio_duration_seconds": 293.49
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/concatenated_audio_with/concatenated_audio_0009.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "3 entities - 3 named entities identified in this audio",
+    "choice_b": "1 entity - One named entity identified in this audio",
+    "choice_c": "2 entities - 2 named entities identified in this audio",
+    "choice_d": "0 entities - No named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 9,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "unknown",
+    "with_entities_count": 0,
+    "without_entities_count": 0,
+    "source_count": 27,
+    "audio_duration_seconds": 298.75
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/concatenated_audio_with/concatenated_audio_0010.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "2 entities - 2 named entities identified in this audio",
+    "choice_b": "3 entities - 3 named entities identified in this audio",
+    "choice_c": "0 entities - No named entities identified in this audio",
+    "choice_d": "1 entity - One named entity identified in this audio",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 10,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "unknown",
+    "with_entities_count": 0,
+    "without_entities_count": 0,
+    "source_count": 23,
+    "audio_duration_seconds": 297.81
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/concatenated_audio_with/concatenated_audio_0011.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "1 entity - One named entity identified in this audio",
+    "choice_b": "0 entities - No named entities identified in this audio",
+    "choice_c": "2 entities - 2 named entities identified in this audio",
+    "choice_d": "3 entities - 3 named entities identified in this audio",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 11,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "unknown",
+    "with_entities_count": 0,
+    "without_entities_count": 0,
+    "source_count": 24,
+    "audio_duration_seconds": 292.88
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/concatenated_audio_with/concatenated_audio_0012.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "0 entities - No named entities identified in this audio",
+    "choice_b": "3 entities - 3 named entities identified in this audio",
+    "choice_c": "1 entity - One named entity identified in this audio",
+    "choice_d": "2 entities - 2 named entities identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 12,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "unknown",
+    "with_entities_count": 0,
+    "without_entities_count": 0,
+    "source_count": 26,
+    "audio_duration_seconds": 297.7
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/concatenated_audio_with/concatenated_audio_0013.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "0 entities - No named entities identified in this audio",
+    "choice_b": "2 entities - 2 named entities identified in this audio",
+    "choice_c": "1 entity - One named entity identified in this audio",
+    "choice_d": "3 entities - 3 named entities identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 13,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "unknown",
+    "with_entities_count": 0,
+    "without_entities_count": 0,
+    "source_count": 25,
+    "audio_duration_seconds": 288.05
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/concatenated_audio_with/concatenated_audio_0014.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "3 entities - 3 named entities identified in this audio",
+    "choice_b": "1 entity - One named entity identified in this audio",
+    "choice_c": "2 entities - 2 named entities identified in this audio",
+    "choice_d": "0 entities - No named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 14,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "unknown",
+    "with_entities_count": 0,
+    "without_entities_count": 0,
+    "source_count": 26,
+    "audio_duration_seconds": 297.34
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/concatenated_audio_with/concatenated_audio_0015.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "2 entities - 2 named entities identified in this audio",
+    "choice_b": "3 entities - 3 named entities identified in this audio",
+    "choice_c": "0 entities - No named entities identified in this audio",
+    "choice_d": "1 entity - One named entity identified in this audio",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 15,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "unknown",
+    "with_entities_count": 0,
+    "without_entities_count": 0,
+    "source_count": 25,
+    "audio_duration_seconds": 296.06
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/concatenated_audio_with/concatenated_audio_0016.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "2 entities - 2 named entities identified in this audio",
+    "choice_b": "1 entity - One named entity identified in this audio",
+    "choice_c": "3 entities - 3 named entities identified in this audio",
+    "choice_d": "0 entities - No named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 16,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "unknown",
+    "with_entities_count": 0,
+    "without_entities_count": 0,
+    "source_count": 26,
+    "audio_duration_seconds": 297.86
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/concatenated_audio_with/concatenated_audio_0017.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "2 entities - 2 named entities identified in this audio",
+    "choice_b": "1 entity - One named entity identified in this audio",
+    "choice_c": "3 entities - 3 named entities identified in this audio",
+    "choice_d": "0 entities - No named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 17,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "unknown",
+    "with_entities_count": 0,
+    "without_entities_count": 0,
+    "source_count": 27,
+    "audio_duration_seconds": 287.36
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/concatenated_audio_with/concatenated_audio_0018.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "1 entity - One named entity identified in this audio",
+    "choice_b": "2 entities - 2 named entities identified in this audio",
+    "choice_c": "0 entities - No named entities identified in this audio",
+    "choice_d": "3 entities - 3 named entities identified in this audio",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 18,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "unknown",
+    "with_entities_count": 0,
+    "without_entities_count": 0,
+    "source_count": 23,
+    "audio_duration_seconds": 290.15
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/concatenated_audio_with/concatenated_audio_0019.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "0 entities - No named entities identified in this audio",
+    "choice_b": "3 entities - 3 named entities identified in this audio",
+    "choice_c": "2 entities - 2 named entities identified in this audio",
+    "choice_d": "1 entity - One named entity identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 19,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "unknown",
+    "with_entities_count": 0,
+    "without_entities_count": 0,
+    "source_count": 24,
+    "audio_duration_seconds": 283.42
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/concatenated_audio_with/concatenated_audio_0020.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "2 entities - 2 named entities identified in this audio",
+    "choice_b": "0 entities - No named entities identified in this audio",
+    "choice_c": "1 entity - One named entity identified in this audio",
+    "choice_d": "3 entities - 3 named entities identified in this audio",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 20,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "unknown",
+    "with_entities_count": 0,
+    "without_entities_count": 0,
+    "source_count": 22,
+    "audio_duration_seconds": 287.52
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/concatenated_audio_with/concatenated_audio_0021.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "1 entity - One named entity identified in this audio",
+    "choice_b": "3 entities - 3 named entities identified in this audio",
+    "choice_c": "0 entities - No named entities identified in this audio",
+    "choice_d": "2 entities - 2 named entities identified in this audio",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 21,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "unknown",
+    "with_entities_count": 0,
+    "without_entities_count": 0,
+    "source_count": 22,
+    "audio_duration_seconds": 294.97
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/concatenated_audio_with/concatenated_audio_0022.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "0 entities - No named entities identified in this audio",
+    "choice_b": "1 entity - One named entity identified in this audio",
+    "choice_c": "2 entities - 2 named entities identified in this audio",
+    "choice_d": "3 entities - 3 named entities identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 22,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "unknown",
+    "with_entities_count": 0,
+    "without_entities_count": 0,
+    "source_count": 23,
+    "audio_duration_seconds": 298.34
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/concatenated_audio_with/concatenated_audio_0023.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "3 entities - 3 named entities identified in this audio",
+    "choice_b": "2 entities - 2 named entities identified in this audio",
+    "choice_c": "1 entity - One named entity identified in this audio",
+    "choice_d": "0 entities - No named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 23,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "unknown",
+    "with_entities_count": 0,
+    "without_entities_count": 0,
+    "source_count": 25,
+    "audio_duration_seconds": 299.02
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/concatenated_audio_with/concatenated_audio_0024.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "2 entities - 2 named entities identified in this audio",
+    "choice_b": "0 entities - No named entities identified in this audio",
+    "choice_c": "1 entity - One named entity identified in this audio",
+    "choice_d": "3 entities - 3 named entities identified in this audio",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 24,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "unknown",
+    "with_entities_count": 0,
+    "without_entities_count": 0,
+    "source_count": 26,
+    "audio_duration_seconds": 292.66
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/concatenated_audio_with/concatenated_audio_0025.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "3 entities - 3 named entities identified in this audio",
+    "choice_b": "0 entities - No named entities identified in this audio",
+    "choice_c": "2 entities - 2 named entities identified in this audio",
+    "choice_d": "1 entity - One named entity identified in this audio",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 25,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "unknown",
+    "with_entities_count": 0,
+    "without_entities_count": 0,
+    "source_count": 23,
+    "audio_duration_seconds": 294.56
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/concatenated_audio_with/concatenated_audio_0026.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "2 entities - 2 named entities identified in this audio",
+    "choice_b": "3 entities - 3 named entities identified in this audio",
+    "choice_c": "0 entities - No named entities identified in this audio",
+    "choice_d": "1 entity - One named entity identified in this audio",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 26,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "unknown",
+    "with_entities_count": 0,
+    "without_entities_count": 0,
+    "source_count": 28,
+    "audio_duration_seconds": 285.39
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/concatenated_audio_with/concatenated_audio_0027.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "1 entity - One named entity identified in this audio",
+    "choice_b": "3 entities - 3 named entities identified in this audio",
+    "choice_c": "0 entities - No named entities identified in this audio",
+    "choice_d": "2 entities - 2 named entities identified in this audio",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 27,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "unknown",
+    "with_entities_count": 0,
+    "without_entities_count": 0,
+    "source_count": 25,
+    "audio_duration_seconds": 284.28
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/concatenated_audio_with/concatenated_audio_0028.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "0 entities - No named entities identified in this audio",
+    "choice_b": "3 entities - 3 named entities identified in this audio",
+    "choice_c": "1 entity - One named entity identified in this audio",
+    "choice_d": "2 entities - 2 named entities identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 28,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "unknown",
+    "with_entities_count": 0,
+    "without_entities_count": 0,
+    "source_count": 23,
+    "audio_duration_seconds": 294.7
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/concatenated_audio_with/concatenated_audio_0029.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "1 entity - One named entity identified in this audio",
+    "choice_b": "3 entities - 3 named entities identified in this audio",
+    "choice_c": "2 entities - 2 named entities identified in this audio",
+    "choice_d": "0 entities - No named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 29,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "unknown",
+    "with_entities_count": 0,
+    "without_entities_count": 0,
+    "source_count": 21,
+    "audio_duration_seconds": 285.94
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/concatenated_audio_with/concatenated_audio_0030.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "2 entities - 2 named entities identified in this audio",
+    "choice_b": "0 entities - No named entities identified in this audio",
+    "choice_c": "1 entity - One named entity identified in this audio",
+    "choice_d": "3 entities - 3 named entities identified in this audio",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 30,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "unknown",
+    "with_entities_count": 0,
+    "without_entities_count": 0,
+    "source_count": 21,
+    "audio_duration_seconds": 282.62
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/concatenated_audio_with/concatenated_audio_0031.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "3 entities - 3 named entities identified in this audio",
+    "choice_b": "2 entities - 2 named entities identified in this audio",
+    "choice_c": "0 entities - No named entities identified in this audio",
+    "choice_d": "1 entity - One named entity identified in this audio",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 31,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "unknown",
+    "with_entities_count": 0,
+    "without_entities_count": 0,
+    "source_count": 22,
+    "audio_duration_seconds": 296.73
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/concatenated_audio_with/concatenated_audio_0032.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "2 entities - 2 named entities identified in this audio",
+    "choice_b": "0 entities - No named entities identified in this audio",
+    "choice_c": "3 entities - 3 named entities identified in this audio",
+    "choice_d": "1 entity - One named entity identified in this audio",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 32,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "unknown",
+    "with_entities_count": 0,
+    "without_entities_count": 0,
+    "source_count": 21,
+    "audio_duration_seconds": 290.91
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/concatenated_audio_with/concatenated_audio_0033.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "0 entities - No named entities identified in this audio",
+    "choice_b": "1 entity - One named entity identified in this audio",
+    "choice_c": "3 entities - 3 named entities identified in this audio",
+    "choice_d": "2 entities - 2 named entities identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 33,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "unknown",
+    "with_entities_count": 0,
+    "without_entities_count": 0,
+    "source_count": 22,
+    "audio_duration_seconds": 298.79
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/concatenated_audio_with/concatenated_audio_0034.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "0 entities - No named entities identified in this audio",
+    "choice_b": "1 entity - One named entity identified in this audio",
+    "choice_c": "2 entities - 2 named entities identified in this audio",
+    "choice_d": "3 entities - 3 named entities identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 34,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "unknown",
+    "with_entities_count": 0,
+    "without_entities_count": 0,
+    "source_count": 28,
+    "audio_duration_seconds": 299.22
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/concatenated_audio_with/concatenated_audio_0035.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "2 entities - 2 named entities identified in this audio",
+    "choice_b": "0 entities - No named entities identified in this audio",
+    "choice_c": "1 entity - One named entity identified in this audio",
+    "choice_d": "3 entities - 3 named entities identified in this audio",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 35,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "unknown",
+    "with_entities_count": 0,
+    "without_entities_count": 0,
+    "source_count": 27,
+    "audio_duration_seconds": 295.37
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/concatenated_audio_with/concatenated_audio_0036.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "3 entities - 3 named entities identified in this audio",
+    "choice_b": "2 entities - 2 named entities identified in this audio",
+    "choice_c": "0 entities - No named entities identified in this audio",
+    "choice_d": "1 entity - One named entity identified in this audio",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 36,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "unknown",
+    "with_entities_count": 0,
+    "without_entities_count": 0,
+    "source_count": 16,
+    "audio_duration_seconds": 224.96
+  }
+]

SLUE/dev/concatenated_audio_with/concatenation_report.json

@@ -0,0 +1,10 @@
+{
+  "concatenation_summary": {
+    "timestamp": "2025-07-03T10:57:48.122441",
+    "total_input_files": 894,
+    "successful_concatenations": 37,
+    "failed_files_count": 0,
+    "target_duration_minutes": 5,
+    "failed_files": []
+  }
+}

SLUE/dev/concatenated_audio_with/ner_conversion_report.json

@@ -0,0 +1,99 @@
+{
+  "conversion_summary": {
+    "timestamp": "2025-07-07T07:45:19Z",
+    "total_records": 37,
+    "entity_statistics": {
+      "min_count": 30,
+      "max_count": 55,
+      "average_count": 44.3,
+      "total_unique_types": 7
+    },
+    "entity_types_found": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "answer_distribution": {
+      "A": 8,
+      "B": 8,
+      "C": 10,
+      "D": 11
+    },
+    "sample_records": [
+      {
+        "path": "concatenated_audio_0000.wav",
+        "question": "How many named entities appear in this audio segment?",
+        "choice_a": "51 entities",
+        "choice_b": "52 entities",
+        "choice_c": "46 entities",
+        "choice_d": "49 entities",
+        "answer_gt": "D",
+        "task_name": "NER(Named Entity Recognition)",
+        "dataset_name": "SLUE-VoxPopuli",
+        "entity_count": 49,
+        "entity_types": [
+          "LAW",
+          "NORP",
+          "ORG",
+          "PLACE",
+          "QUANT",
+          "WHEN"
+        ],
+        "source_count": 25,
+        "audio_duration_info": "approximately 5 minutes",
+        "uniq_id": 0
+      },
+      {
+        "path": "concatenated_audio_0001.wav",
+        "question": "How many named entities appear in this audio segment?",
+        "choice_a": "44 entities",
+        "choice_b": "47 entities",
+        "choice_c": "46 entities",
+        "choice_d": "45 entities",
+        "answer_gt": "B",
+        "task_name": "NER(Named Entity Recognition)",
+        "dataset_name": "SLUE-VoxPopuli",
+        "entity_count": 47,
+        "entity_types": [
+          "LAW",
+          "NORP",
+          "ORG",
+          "PLACE",
+          "QUANT",
+          "WHEN"
+        ],
+        "source_count": 26,
+        "audio_duration_info": "approximately 5 minutes",
+        "uniq_id": 1
+      },
+      {
+        "path": "concatenated_audio_0002.wav",
+        "question": "How many named entities appear in this audio segment?",
+        "choice_a": "46 entities",
+        "choice_b": "45 entities",
+        "choice_c": "43 entities",
+        "choice_d": "47 entities",
+        "answer_gt": "A",
+        "task_name": "NER(Named Entity Recognition)",
+        "dataset_name": "SLUE-VoxPopuli",
+        "entity_count": 46,
+        "entity_types": [
+          "LAW",
+          "NORP",
+          "ORG",
+          "PERSON",
+          "PLACE",
+          "QUANT",
+          "WHEN"
+        ],
+        "source_count": 23,
+        "audio_duration_info": "approximately 5 minutes",
+        "uniq_id": 2
+      }
+    ]
+  }
+}

SLUE/dev/concatenated_audio_with/ner_json_generation_report.json

@@ -0,0 +1,77 @@
+{
+  "generation_summary": {
+    "total_records": 37,
+    "successful_records": 37,
+    "failed_records": 0,
+    "output_file": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/concatenated_audio_with/ner_questions.json"
+  },
+  "entity_count_distribution": {
+    "0": 37
+  },
+  "entity_type_distribution": {},
+  "answer_distribution": {
+    "B": 10,
+    "D": 9,
+    "C": 10,
+    "A": 8
+  },
+  "sample_records": [
+    {
+      "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/concatenated_audio_with/concatenated_audio_0000.wav",
+      "question": "How many named entities are present in this audio segment?",
+      "choice_a": "3 entities - 3 named entities identified in this audio",
+      "choice_b": "0 entities - No named entities identified in this audio",
+      "choice_c": "2 entities - 2 named entities identified in this audio",
+      "choice_d": "1 entity - One named entity identified in this audio",
+      "answer_gt": "B",
+      "task_name": "NER(Named Entity Recognition)",
+      "dataset_name": "SLUE-VoxPopuli",
+      "uniq_id": 0,
+      "entity_count": 0,
+      "entity_types": [],
+      "source_mix_ratio": "unknown",
+      "with_entities_count": 0,
+      "without_entities_count": 0,
+      "source_count": 25,
+      "audio_duration_seconds": 297.56
+    },
+    {
+      "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/concatenated_audio_with/concatenated_audio_0001.wav",
+      "question": "How many named entities are present in this audio segment?",
+      "choice_a": "1 entity - One named entity identified in this audio",
+      "choice_b": "2 entities - 2 named entities identified in this audio",
+      "choice_c": "3 entities - 3 named entities identified in this audio",
+      "choice_d": "0 entities - No named entities identified in this audio",
+      "answer_gt": "D",
+      "task_name": "NER(Named Entity Recognition)",
+      "dataset_name": "SLUE-VoxPopuli",
+      "uniq_id": 1,
+      "entity_count": 0,
+      "entity_types": [],
+      "source_mix_ratio": "unknown",
+      "with_entities_count": 0,
+      "without_entities_count": 0,
+      "source_count": 26,
+      "audio_duration_seconds": 296.46
+    },
+    {
+      "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/concatenated_audio_with/concatenated_audio_0002.wav",
+      "question": "How many named entities are present in this audio segment?",
+      "choice_a": "1 entity - One named entity identified in this audio",
+      "choice_b": "2 entities - 2 named entities identified in this audio",
+      "choice_c": "3 entities - 3 named entities identified in this audio",
+      "choice_d": "0 entities - No named entities identified in this audio",
+      "answer_gt": "D",
+      "task_name": "NER(Named Entity Recognition)",
+      "dataset_name": "SLUE-VoxPopuli",
+      "uniq_id": 2,
+      "entity_count": 0,
+      "entity_types": [],
+      "source_mix_ratio": "unknown",
+      "with_entities_count": 0,
+      "without_entities_count": 0,
+      "source_count": 23,
+      "audio_duration_seconds": 298.18
+    }
+  ]
+}

SLUE/dev/concatenated_audio_with/ner_questions.json

@@ -0,0 +1,870 @@
+[
+  {
+    "path": "concatenated_audio_0000.wav",
+    "question": "How many named entities appear in this audio segment?",
+    "choice_a": "51 entities",
+    "choice_b": "52 entities",
+    "choice_c": "46 entities",
+    "choice_d": "49 entities",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "entity_count": 49,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 25,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 0
+  },
+  {
+    "path": "concatenated_audio_0001.wav",
+    "question": "How many named entities appear in this audio segment?",
+    "choice_a": "44 entities",
+    "choice_b": "47 entities",
+    "choice_c": "46 entities",
+    "choice_d": "45 entities",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "entity_count": 47,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 26,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 1
+  },
+  {
+    "path": "concatenated_audio_0002.wav",
+    "question": "How many named entities appear in this audio segment?",
+    "choice_a": "46 entities",
+    "choice_b": "45 entities",
+    "choice_c": "43 entities",
+    "choice_d": "47 entities",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "entity_count": 46,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 23,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 2
+  },
+  {
+    "path": "concatenated_audio_0003.wav",
+    "question": "How many named entities appear in this audio segment?",
+    "choice_a": "49 entities",
+    "choice_b": "47 entities",
+    "choice_c": "51 entities",
+    "choice_d": "46 entities",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "entity_count": 49,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 25,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 3
+  },
+  {
+    "path": "concatenated_audio_0004.wav",
+    "question": "How many named entities appear in this audio segment?",
+    "choice_a": "54 entities",
+    "choice_b": "51 entities",
+    "choice_c": "55 entities",
+    "choice_d": "52 entities",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "entity_count": 52,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 26,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 4
+  },
+  {
+    "path": "concatenated_audio_0005.wav",
+    "question": "How many named entities appear in this audio segment?",
+    "choice_a": "50 entities",
+    "choice_b": "47 entities",
+    "choice_c": "48 entities",
+    "choice_d": "49 entities",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "entity_count": 48,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 28,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 5
+  },
+  {
+    "path": "concatenated_audio_0006.wav",
+    "question": "How many named entities appear in this audio segment?",
+    "choice_a": "55 entities",
+    "choice_b": "57 entities",
+    "choice_c": "54 entities",
+    "choice_d": "56 entities",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "entity_count": 55,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 28,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 6
+  },
+  {
+    "path": "concatenated_audio_0007.wav",
+    "question": "How many named entities appear in this audio segment?",
+    "choice_a": "48 entities",
+    "choice_b": "46 entities",
+    "choice_c": "50 entities",
+    "choice_d": "49 entities",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "entity_count": 49,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 24,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 7
+  },
+  {
+    "path": "concatenated_audio_0008.wav",
+    "question": "How many named entities appear in this audio segment?",
+    "choice_a": "31 entities",
+    "choice_b": "32 entities",
+    "choice_c": "30 entities",
+    "choice_d": "33 entities",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "entity_count": 30,
+    "entity_types": [
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 18,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 8
+  },
+  {
+    "path": "concatenated_audio_0009.wav",
+    "question": "How many named entities appear in this audio segment?",
+    "choice_a": "49 entities",
+    "choice_b": "48 entities",
+    "choice_c": "47 entities",
+    "choice_d": "45 entities",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "entity_count": 47,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 27,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 9
+  },
+  {
+    "path": "concatenated_audio_0010.wav",
+    "question": "How many named entities appear in this audio segment?",
+    "choice_a": "45 entities",
+    "choice_b": "47 entities",
+    "choice_c": "43 entities",
+    "choice_d": "48 entities",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "entity_count": 45,
+    "entity_types": [
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 23,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 10
+  },
+  {
+    "path": "concatenated_audio_0011.wav",
+    "question": "How many named entities appear in this audio segment?",
+    "choice_a": "37 entities",
+    "choice_b": "40 entities",
+    "choice_c": "43 entities",
+    "choice_d": "38 entities",
+    "answer_gt": "B",
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+    "question": "How many named entities appear in this audio segment?",
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+    "answer_gt": "C",
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+    "audio_duration_info": "approximately 5 minutes",
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+  },
+  {
+    "path": "concatenated_audio_0021.wav",
+    "question": "How many named entities appear in this audio segment?",
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+    "audio_duration_info": "approximately 5 minutes",
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+  {
+    "path": "concatenated_audio_0022.wav",
+    "question": "How many named entities appear in this audio segment?",
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+  },
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+    "question": "How many named entities appear in this audio segment?",
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+  },
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+    "question": "How many named entities appear in this audio segment?",
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+  }
+]

SLUE/dev/mixed_concatenated_audio/.ipynb_checkpoints/mixed_ner_questions-checkpoint.json

@@ -0,0 +1,1610 @@
+[
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0000.wav",
+    "question": "How many named entities are present in this audio segment?",
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+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
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+    "audio_duration_seconds": 297.62
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0001.wav",
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+    "choice_d": "25 entities - 25 named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 1,
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+    "entity_types": [
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+    "without_entities_count": 8,
+    "source_count": 22,
+    "audio_duration_seconds": 288.46
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0002.wav",
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+    "choice_d": "21 entities - 21 named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 2,
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+    "entity_types": [
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+      "ORG",
+      "PERSON",
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+      "QUANT",
+      "WHEN"
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+    "without_entities_count": 21,
+    "source_count": 33,
+    "audio_duration_seconds": 296.98
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0003.wav",
+    "question": "How many named entities are present in this audio segment?",
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+    "choice_c": "30 entities - 30 named entities identified in this audio",
+    "choice_d": "32 entities - 32 named entities identified in this audio",
+    "answer_gt": "A",
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+    "uniq_id": 3,
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+    "entity_types": [
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+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
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+    "without_entities_count": 18,
+    "source_count": 28,
+    "audio_duration_seconds": 297.1
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0004.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "34 entities - 34 named entities identified in this audio",
+    "choice_b": "32 entities - 32 named entities identified in this audio",
+    "choice_c": "31 entities - 31 named entities identified in this audio",
+    "choice_d": "37 entities - 37 named entities identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 4,
+    "entity_count": 34,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "18:7",
+    "with_entities_count": 18,
+    "without_entities_count": 7,
+    "source_count": 25,
+    "audio_duration_seconds": 288.97
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0005.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "19 entities - 19 named entities identified in this audio",
+    "choice_b": "17 entities - 17 named entities identified in this audio",
+    "choice_c": "18 entities - 18 named entities identified in this audio",
+    "choice_d": "20 entities - 20 named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 5,
+    "entity_count": 20,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "14:13",
+    "with_entities_count": 14,
+    "without_entities_count": 13,
+    "source_count": 27,
+    "audio_duration_seconds": 286.52
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0006.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "34 entities - 34 named entities identified in this audio",
+    "choice_b": "35 entities - 35 named entities identified in this audio",
+    "choice_c": "37 entities - 37 named entities identified in this audio",
+    "choice_d": "32 entities - 32 named entities identified in this audio",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 6,
+    "entity_count": 35,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "17:8",
+    "with_entities_count": 17,
+    "without_entities_count": 8,
+    "source_count": 25,
+    "audio_duration_seconds": 298.34
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0007.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "29 entities - 29 named entities identified in this audio",
+    "choice_b": "30 entities - 30 named entities identified in this audio",
+    "choice_c": "31 entities - 31 named entities identified in this audio",
+    "choice_d": "26 entities - 26 named entities identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 7,
+    "entity_count": 29,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "17:15",
+    "with_entities_count": 17,
+    "without_entities_count": 15,
+    "source_count": 32,
+    "audio_duration_seconds": 299.53
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0008.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "28 entities - 28 named entities identified in this audio",
+    "choice_b": "24 entities - 24 named entities identified in this audio",
+    "choice_c": "29 entities - 29 named entities identified in this audio",
+    "choice_d": "26 entities - 26 named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 8,
+    "entity_count": 26,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "15:14",
+    "with_entities_count": 15,
+    "without_entities_count": 14,
+    "source_count": 29,
+    "audio_duration_seconds": 279.22
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0009.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "26 entities - 26 named entities identified in this audio",
+    "choice_b": "25 entities - 25 named entities identified in this audio",
+    "choice_c": "27 entities - 27 named entities identified in this audio",
+    "choice_d": "28 entities - 28 named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 9,
+    "entity_count": 28,
+    "entity_types": [
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "14:9",
+    "with_entities_count": 14,
+    "without_entities_count": 9,
+    "source_count": 23,
+    "audio_duration_seconds": 297.77
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0010.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "27 entities - 27 named entities identified in this audio",
+    "choice_b": "30 entities - 30 named entities identified in this audio",
+    "choice_c": "26 entities - 26 named entities identified in this audio",
+    "choice_d": "28 entities - 28 named entities identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 10,
+    "entity_count": 27,
+    "entity_types": [
+      "NORP",
+      "PLACE",
+      "QUANT"
+    ],
+    "source_mix_ratio": "13:13",
+    "with_entities_count": 13,
+    "without_entities_count": 13,
+    "source_count": 26,
+    "audio_duration_seconds": 285.7
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0011.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "17 entities - 17 named entities identified in this audio",
+    "choice_b": "18 entities - 18 named entities identified in this audio",
+    "choice_c": "22 entities - 22 named entities identified in this audio",
+    "choice_d": "19 entities - 19 named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 11,
+    "entity_count": 19,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "8:13",
+    "with_entities_count": 8,
+    "without_entities_count": 13,
+    "source_count": 21,
+    "audio_duration_seconds": 296.9
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0012.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "31 entities - 31 named entities identified in this audio",
+    "choice_b": "34 entities - 34 named entities identified in this audio",
+    "choice_c": "29 entities - 29 named entities identified in this audio",
+    "choice_d": "33 entities - 33 named entities identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 12,
+    "entity_count": 31,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "17:14",
+    "with_entities_count": 17,
+    "without_entities_count": 14,
+    "source_count": 31,
+    "audio_duration_seconds": 294.34
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0013.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "32 entities - 32 named entities identified in this audio",
+    "choice_b": "34 entities - 34 named entities identified in this audio",
+    "choice_c": "35 entities - 35 named entities identified in this audio",
+    "choice_d": "31 entities - 31 named entities identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 13,
+    "entity_count": 32,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "17:17",
+    "with_entities_count": 17,
+    "without_entities_count": 17,
+    "source_count": 34,
+    "audio_duration_seconds": 296.76
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0014.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "14 entities - 14 named entities identified in this audio",
+    "choice_b": "16 entities - 16 named entities identified in this audio",
+    "choice_c": "13 entities - 13 named entities identified in this audio",
+    "choice_d": "15 entities - 15 named entities identified in this audio",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 14,
+    "entity_count": 16,
+    "entity_types": [
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "11:18",
+    "with_entities_count": 11,
+    "without_entities_count": 18,
+    "source_count": 29,
+    "audio_duration_seconds": 284.77
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0015.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "28 entities - 28 named entities identified in this audio",
+    "choice_b": "23 entities - 23 named entities identified in this audio",
+    "choice_c": "25 entities - 25 named entities identified in this audio",
+    "choice_d": "27 entities - 27 named entities identified in this audio",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 15,
+    "entity_count": 25,
+    "entity_types": [
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "14:14",
+    "with_entities_count": 14,
+    "without_entities_count": 14,
+    "source_count": 28,
+    "audio_duration_seconds": 298.48
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0016.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "23 entities - 23 named entities identified in this audio",
+    "choice_b": "20 entities - 20 named entities identified in this audio",
+    "choice_c": "22 entities - 22 named entities identified in this audio",
+    "choice_d": "25 entities - 25 named entities identified in this audio",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 16,
+    "entity_count": 22,
+    "entity_types": [
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "13:18",
+    "with_entities_count": 13,
+    "without_entities_count": 18,
+    "source_count": 31,
+    "audio_duration_seconds": 291.84
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0017.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "21 entities - 21 named entities identified in this audio",
+    "choice_b": "24 entities - 24 named entities identified in this audio",
+    "choice_c": "23 entities - 23 named entities identified in this audio",
+    "choice_d": "20 entities - 20 named entities identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 17,
+    "entity_count": 21,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "16:21",
+    "with_entities_count": 16,
+    "without_entities_count": 21,
+    "source_count": 37,
+    "audio_duration_seconds": 294.42
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0018.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "19 entities - 19 named entities identified in this audio",
+    "choice_b": "18 entities - 18 named entities identified in this audio",
+    "choice_c": "20 entities - 20 named entities identified in this audio",
+    "choice_d": "22 entities - 22 named entities identified in this audio",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 18,
+    "entity_count": 20,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "13:13",
+    "with_entities_count": 13,
+    "without_entities_count": 13,
+    "source_count": 26,
+    "audio_duration_seconds": 292.23
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0019.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "33 entities - 33 named entities identified in this audio",
+    "choice_b": "36 entities - 36 named entities identified in this audio",
+    "choice_c": "31 entities - 31 named entities identified in this audio",
+    "choice_d": "30 entities - 30 named entities identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 19,
+    "entity_count": 33,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "15:14",
+    "with_entities_count": 15,
+    "without_entities_count": 14,
+    "source_count": 29,
+    "audio_duration_seconds": 299.85
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0020.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "25 entities - 25 named entities identified in this audio",
+    "choice_b": "27 entities - 27 named entities identified in this audio",
+    "choice_c": "22 entities - 22 named entities identified in this audio",
+    "choice_d": "26 entities - 26 named entities identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 20,
+    "entity_count": 25,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "18:8",
+    "with_entities_count": 18,
+    "without_entities_count": 8,
+    "source_count": 26,
+    "audio_duration_seconds": 299.97
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0021.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "24 entities - 24 named entities identified in this audio",
+    "choice_b": "29 entities - 29 named entities identified in this audio",
+    "choice_c": "26 entities - 26 named entities identified in this audio",
+    "choice_d": "27 entities - 27 named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 21,
+    "entity_count": 27,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "14:13",
+    "with_entities_count": 14,
+    "without_entities_count": 13,
+    "source_count": 27,
+    "audio_duration_seconds": 296.69
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0022.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "19 entities - 19 named entities identified in this audio",
+    "choice_b": "22 entities - 22 named entities identified in this audio",
+    "choice_c": "25 entities - 25 named entities identified in this audio",
+    "choice_d": "21 entities - 21 named entities identified in this audio",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 22,
+    "entity_count": 22,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "13:15",
+    "with_entities_count": 13,
+    "without_entities_count": 15,
+    "source_count": 28,
+    "audio_duration_seconds": 285.91
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0023.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "27 entities - 27 named entities identified in this audio",
+    "choice_b": "26 entities - 26 named entities identified in this audio",
+    "choice_c": "29 entities - 29 named entities identified in this audio",
+    "choice_d": "23 entities - 23 named entities identified in this audio",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 23,
+    "entity_count": 26,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "15:13",
+    "with_entities_count": 15,
+    "without_entities_count": 13,
+    "source_count": 28,
+    "audio_duration_seconds": 292.9
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0024.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "39 entities - 39 named entities identified in this audio",
+    "choice_b": "37 entities - 37 named entities identified in this audio",
+    "choice_c": "40 entities - 40 named entities identified in this audio",
+    "choice_d": "34 entities - 34 named entities identified in this audio",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 24,
+    "entity_count": 37,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "18:14",
+    "with_entities_count": 18,
+    "without_entities_count": 14,
+    "source_count": 32,
+    "audio_duration_seconds": 297.38
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0025.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "27 entities - 27 named entities identified in this audio",
+    "choice_b": "23 entities - 23 named entities identified in this audio",
+    "choice_c": "24 entities - 24 named entities identified in this audio",
+    "choice_d": "25 entities - 25 named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 25,
+    "entity_count": 25,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "13:16",
+    "with_entities_count": 13,
+    "without_entities_count": 16,
+    "source_count": 29,
+    "audio_duration_seconds": 290.06
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0026.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "30 entities - 30 named entities identified in this audio",
+    "choice_b": "28 entities - 28 named entities identified in this audio",
+    "choice_c": "29 entities - 29 named entities identified in this audio",
+    "choice_d": "26 entities - 26 named entities identified in this audio",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 26,
+    "entity_count": 29,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "16:13",
+    "with_entities_count": 16,
+    "without_entities_count": 13,
+    "source_count": 29,
+    "audio_duration_seconds": 298.9
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0027.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "25 entities - 25 named entities identified in this audio",
+    "choice_b": "26 entities - 26 named entities identified in this audio",
+    "choice_c": "30 entities - 30 named entities identified in this audio",
+    "choice_d": "28 entities - 28 named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 27,
+    "entity_count": 28,
+    "entity_types": [
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "16:12",
+    "with_entities_count": 16,
+    "without_entities_count": 12,
+    "source_count": 28,
+    "audio_duration_seconds": 292.5
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0028.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "31 entities - 31 named entities identified in this audio",
+    "choice_b": "29 entities - 29 named entities identified in this audio",
+    "choice_c": "33 entities - 33 named entities identified in this audio",
+    "choice_d": "28 entities - 28 named entities identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 28,
+    "entity_count": 31,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "15:15",
+    "with_entities_count": 15,
+    "without_entities_count": 15,
+    "source_count": 30,
+    "audio_duration_seconds": 292.19
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0029.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "21 entities - 21 named entities identified in this audio",
+    "choice_b": "17 entities - 17 named entities identified in this audio",
+    "choice_c": "19 entities - 19 named entities identified in this audio",
+    "choice_d": "18 entities - 18 named entities identified in this audio",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 29,
+    "entity_count": 19,
+    "entity_types": [
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "13:14",
+    "with_entities_count": 13,
+    "without_entities_count": 14,
+    "source_count": 27,
+    "audio_duration_seconds": 293.2
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0030.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "27 entities - 27 named entities identified in this audio",
+    "choice_b": "28 entities - 28 named entities identified in this audio",
+    "choice_c": "30 entities - 30 named entities identified in this audio",
+    "choice_d": "26 entities - 26 named entities identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 30,
+    "entity_count": 27,
+    "entity_types": [
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "17:13",
+    "with_entities_count": 17,
+    "without_entities_count": 13,
+    "source_count": 30,
+    "audio_duration_seconds": 290.44
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0031.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "28 entities - 28 named entities identified in this audio",
+    "choice_b": "30 entities - 30 named entities identified in this audio",
+    "choice_c": "29 entities - 29 named entities identified in this audio",
+    "choice_d": "31 entities - 31 named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 31,
+    "entity_count": 31,
+    "entity_types": [
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "17:11",
+    "with_entities_count": 17,
+    "without_entities_count": 11,
+    "source_count": 28,
+    "audio_duration_seconds": 293.93
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0032.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "46 entities - 46 named entities identified in this audio",
+    "choice_b": "41 entities - 41 named entities identified in this audio",
+    "choice_c": "42 entities - 42 named entities identified in this audio",
+    "choice_d": "44 entities - 44 named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 32,
+    "entity_count": 44,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "18:11",
+    "with_entities_count": 18,
+    "without_entities_count": 11,
+    "source_count": 29,
+    "audio_duration_seconds": 299.86
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0033.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "27 entities - 27 named entities identified in this audio",
+    "choice_b": "28 entities - 28 named entities identified in this audio",
+    "choice_c": "26 entities - 26 named entities identified in this audio",
+    "choice_d": "29 entities - 29 named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 33,
+    "entity_count": 29,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "16:17",
+    "with_entities_count": 16,
+    "without_entities_count": 17,
+    "source_count": 33,
+    "audio_duration_seconds": 291.75
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0034.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "36 entities - 36 named entities identified in this audio",
+    "choice_b": "35 entities - 35 named entities identified in this audio",
+    "choice_c": "38 entities - 38 named entities identified in this audio",
+    "choice_d": "34 entities - 34 named entities identified in this audio",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 34,
+    "entity_count": 35,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "18:9",
+    "with_entities_count": 18,
+    "without_entities_count": 9,
+    "source_count": 27,
+    "audio_duration_seconds": 291.53
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0035.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "24 entities - 24 named entities identified in this audio",
+    "choice_b": "26 entities - 26 named entities identified in this audio",
+    "choice_c": "25 entities - 25 named entities identified in this audio",
+    "choice_d": "27 entities - 27 named entities identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 35,
+    "entity_count": 24,
+    "entity_types": [
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "13:13",
+    "with_entities_count": 13,
+    "without_entities_count": 13,
+    "source_count": 26,
+    "audio_duration_seconds": 299.98
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0036.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "24 entities - 24 named entities identified in this audio",
+    "choice_b": "21 entities - 21 named entities identified in this audio",
+    "choice_c": "22 entities - 22 named entities identified in this audio",
+    "choice_d": "27 entities - 27 named entities identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 36,
+    "entity_count": 24,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "14:13",
+    "with_entities_count": 14,
+    "without_entities_count": 13,
+    "source_count": 27,
+    "audio_duration_seconds": 277.02
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0037.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "23 entities - 23 named entities identified in this audio",
+    "choice_b": "21 entities - 21 named entities identified in this audio",
+    "choice_c": "17 entities - 17 named entities identified in this audio",
+    "choice_d": "20 entities - 20 named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 37,
+    "entity_count": 20,
+    "entity_types": [
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "15:12",
+    "with_entities_count": 15,
+    "without_entities_count": 12,
+    "source_count": 27,
+    "audio_duration_seconds": 296.9
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0038.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "17 entities - 17 named entities identified in this audio",
+    "choice_b": "19 entities - 19 named entities identified in this audio",
+    "choice_c": "20 entities - 20 named entities identified in this audio",
+    "choice_d": "23 entities - 23 named entities identified in this audio",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 38,
+    "entity_count": 20,
+    "entity_types": [
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "12:17",
+    "with_entities_count": 12,
+    "without_entities_count": 17,
+    "source_count": 29,
+    "audio_duration_seconds": 293.54
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0039.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "35 entities - 35 named entities identified in this audio",
+    "choice_b": "36 entities - 36 named entities identified in this audio",
+    "choice_c": "34 entities - 34 named entities identified in this audio",
+    "choice_d": "32 entities - 32 named entities identified in this audio",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 39,
+    "entity_count": 34,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "18:12",
+    "with_entities_count": 18,
+    "without_entities_count": 12,
+    "source_count": 30,
+    "audio_duration_seconds": 299.74
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0040.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "26 entities - 26 named entities identified in this audio",
+    "choice_b": "25 entities - 25 named entities identified in this audio",
+    "choice_c": "23 entities - 23 named entities identified in this audio",
+    "choice_d": "22 entities - 22 named entities identified in this audio",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 40,
+    "entity_count": 25,
+    "entity_types": [
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "13:20",
+    "with_entities_count": 13,
+    "without_entities_count": 20,
+    "source_count": 33,
+    "audio_duration_seconds": 296.88
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0041.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "23 entities - 23 named entities identified in this audio",
+    "choice_b": "29 entities - 29 named entities identified in this audio",
+    "choice_c": "28 entities - 28 named entities identified in this audio",
+    "choice_d": "26 entities - 26 named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 41,
+    "entity_count": 26,
+    "entity_types": [
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "16:10",
+    "with_entities_count": 16,
+    "without_entities_count": 10,
+    "source_count": 26,
+    "audio_duration_seconds": 286.27
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0042.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "35 entities - 35 named entities identified in this audio",
+    "choice_b": "34 entities - 34 named entities identified in this audio",
+    "choice_c": "31 entities - 31 named entities identified in this audio",
+    "choice_d": "32 entities - 32 named entities identified in this audio",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 42,
+    "entity_count": 34,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "19:10",
+    "with_entities_count": 19,
+    "without_entities_count": 10,
+    "source_count": 29,
+    "audio_duration_seconds": 290.68
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0043.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "26 entities - 26 named entities identified in this audio",
+    "choice_b": "24 entities - 24 named entities identified in this audio",
+    "choice_c": "25 entities - 25 named entities identified in this audio",
+    "choice_d": "28 entities - 28 named entities identified in this audio",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 43,
+    "entity_count": 25,
+    "entity_types": [
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "16:16",
+    "with_entities_count": 16,
+    "without_entities_count": 16,
+    "source_count": 32,
+    "audio_duration_seconds": 291.69
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0044.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "17 entities - 17 named entities identified in this audio",
+    "choice_b": "19 entities - 19 named entities identified in this audio",
+    "choice_c": "18 entities - 18 named entities identified in this audio",
+    "choice_d": "20 entities - 20 named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 44,
+    "entity_count": 20,
+    "entity_types": [
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "8:15",
+    "with_entities_count": 8,
+    "without_entities_count": 15,
+    "source_count": 23,
+    "audio_duration_seconds": 287.05
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0045.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "32 entities - 32 named entities identified in this audio",
+    "choice_b": "33 entities - 33 named entities identified in this audio",
+    "choice_c": "31 entities - 31 named entities identified in this audio",
+    "choice_d": "28 entities - 28 named entities identified in this audio",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 45,
+    "entity_count": 31,
+    "entity_types": [
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "16:10",
+    "with_entities_count": 16,
+    "without_entities_count": 10,
+    "source_count": 26,
+    "audio_duration_seconds": 291.44
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0046.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "30 entities - 30 named entities identified in this audio",
+    "choice_b": "34 entities - 34 named entities identified in this audio",
+    "choice_c": "29 entities - 29 named entities identified in this audio",
+    "choice_d": "32 entities - 32 named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 46,
+    "entity_count": 32,
+    "entity_types": [
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "19:16",
+    "with_entities_count": 19,
+    "without_entities_count": 16,
+    "source_count": 35,
+    "audio_duration_seconds": 298.8
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0047.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "38 entities - 38 named entities identified in this audio",
+    "choice_b": "36 entities - 36 named entities identified in this audio",
+    "choice_c": "33 entities - 33 named entities identified in this audio",
+    "choice_d": "37 entities - 37 named entities identified in this audio",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 47,
+    "entity_count": 36,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "16:11",
+    "with_entities_count": 16,
+    "without_entities_count": 11,
+    "source_count": 27,
+    "audio_duration_seconds": 297.9
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0048.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "24 entities - 24 named entities identified in this audio",
+    "choice_b": "23 entities - 23 named entities identified in this audio",
+    "choice_c": "25 entities - 25 named entities identified in this audio",
+    "choice_d": "20 entities - 20 named entities identified in this audio",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 48,
+    "entity_count": 23,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "12:23",
+    "with_entities_count": 12,
+    "without_entities_count": 23,
+    "source_count": 35,
+    "audio_duration_seconds": 294.13
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0049.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "24 entities - 24 named entities identified in this audio",
+    "choice_b": "26 entities - 26 named entities identified in this audio",
+    "choice_c": "29 entities - 29 named entities identified in this audio",
+    "choice_d": "25 entities - 25 named entities identified in this audio",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 49,
+    "entity_count": 26,
+    "entity_types": [
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "14:19",
+    "with_entities_count": 14,
+    "without_entities_count": 19,
+    "source_count": 33,
+    "audio_duration_seconds": 291.06
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0050.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "21 entities - 21 named entities identified in this audio",
+    "choice_b": "19 entities - 19 named entities identified in this audio",
+    "choice_c": "18 entities - 18 named entities identified in this audio",
+    "choice_d": "17 entities - 17 named entities identified in this audio",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 50,
+    "entity_count": 18,
+    "entity_types": [
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "14:19",
+    "with_entities_count": 14,
+    "without_entities_count": 19,
+    "source_count": 33,
+    "audio_duration_seconds": 298.26
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0051.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "23 entities - 23 named entities identified in this audio",
+    "choice_b": "19 entities - 19 named entities identified in this audio",
+    "choice_c": "24 entities - 24 named entities identified in this audio",
+    "choice_d": "22 entities - 22 named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 51,
+    "entity_count": 22,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "11:15",
+    "with_entities_count": 11,
+    "without_entities_count": 15,
+    "source_count": 26,
+    "audio_duration_seconds": 299.73
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0052.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "34 entities - 34 named entities identified in this audio",
+    "choice_b": "30 entities - 30 named entities identified in this audio",
+    "choice_c": "32 entities - 32 named entities identified in this audio",
+    "choice_d": "31 entities - 31 named entities identified in this audio",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 52,
+    "entity_count": 32,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "19:12",
+    "with_entities_count": 19,
+    "without_entities_count": 12,
+    "source_count": 31,
+    "audio_duration_seconds": 295.0
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0053.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "15 entities - 15 named entities identified in this audio",
+    "choice_b": "16 entities - 16 named entities identified in this audio",
+    "choice_c": "17 entities - 17 named entities identified in this audio",
+    "choice_d": "14 entities - 14 named entities identified in this audio",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 53,
+    "entity_count": 16,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "7:25",
+    "with_entities_count": 7,
+    "without_entities_count": 25,
+    "source_count": 32,
+    "audio_duration_seconds": 293.17
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0054.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "26 entities - 26 named entities identified in this audio",
+    "choice_b": "27 entities - 27 named entities identified in this audio",
+    "choice_c": "23 entities - 23 named entities identified in this audio",
+    "choice_d": "24 entities - 24 named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 54,
+    "entity_count": 24,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "13:16",
+    "with_entities_count": 13,
+    "without_entities_count": 16,
+    "source_count": 29,
+    "audio_duration_seconds": 290.21
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0055.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "23 entities - 23 named entities identified in this audio",
+    "choice_b": "26 entities - 26 named entities identified in this audio",
+    "choice_c": "25 entities - 25 named entities identified in this audio",
+    "choice_d": "20 entities - 20 named entities identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 55,
+    "entity_count": 23,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "16:12",
+    "with_entities_count": 16,
+    "without_entities_count": 12,
+    "source_count": 28,
+    "audio_duration_seconds": 297.51
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0056.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "35 entities - 35 named entities identified in this audio",
+    "choice_b": "34 entities - 34 named entities identified in this audio",
+    "choice_c": "32 entities - 32 named entities identified in this audio",
+    "choice_d": "30 entities - 30 named entities identified in this audio",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 56,
+    "entity_count": 32,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "13:11",
+    "with_entities_count": 13,
+    "without_entities_count": 11,
+    "source_count": 24,
+    "audio_duration_seconds": 299.05
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0057.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "29 entities - 29 named entities identified in this audio",
+    "choice_b": "30 entities - 30 named entities identified in this audio",
+    "choice_c": "27 entities - 27 named entities identified in this audio",
+    "choice_d": "28 entities - 28 named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 57,
+    "entity_count": 28,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "17:7",
+    "with_entities_count": 17,
+    "without_entities_count": 7,
+    "source_count": 24,
+    "audio_duration_seconds": 297.02
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0058.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "22 entities - 22 named entities identified in this audio",
+    "choice_b": "23 entities - 23 named entities identified in this audio",
+    "choice_c": "24 entities - 24 named entities identified in this audio",
+    "choice_d": "21 entities - 21 named entities identified in this audio",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 58,
+    "entity_count": 24,
+    "entity_types": [
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "14:16",
+    "with_entities_count": 14,
+    "without_entities_count": 16,
+    "source_count": 30,
+    "audio_duration_seconds": 294.03
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0059.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "35 entities - 35 named entities identified in this audio",
+    "choice_b": "36 entities - 36 named entities identified in this audio",
+    "choice_c": "34 entities - 34 named entities identified in this audio",
+    "choice_d": "33 entities - 33 named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 59,
+    "entity_count": 33,
+    "entity_types": [
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "17:16",
+    "with_entities_count": 17,
+    "without_entities_count": 16,
+    "source_count": 33,
+    "audio_duration_seconds": 299.67
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0060.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "17 entities - 17 named entities identified in this audio",
+    "choice_b": "21 entities - 21 named entities identified in this audio",
+    "choice_c": "22 entities - 22 named entities identified in this audio",
+    "choice_d": "19 entities - 19 named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 60,
+    "entity_count": 19,
+    "entity_types": [
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "11:16",
+    "with_entities_count": 11,
+    "without_entities_count": 16,
+    "source_count": 27,
+    "audio_duration_seconds": 295.66
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0061.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "1 entity - 1 named entity identified in this audio",
+    "choice_b": "0 entities - No named entities identified in this audio",
+    "choice_c": "3 entities - 3 named entities identified in this audio",
+    "choice_d": "2 entities - 2 named entities identified in this audio",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 61,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "0:1",
+    "with_entities_count": 0,
+    "without_entities_count": 1,
+    "source_count": 1,
+    "audio_duration_seconds": 7.72
+  }
+]

SLUE/dev/mixed_concatenated_audio/.ipynb_checkpoints/ner_json_generation_report-checkpoint.json

@@ -0,0 +1,77 @@
+{
+  "generation_summary": {
+    "total_records": 62,
+    "successful_records": 62,
+    "failed_records": 0,
+    "output_file": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/ner_questions.json"
+  },
+  "entity_count_distribution": {
+    "0": 62
+  },
+  "entity_type_distribution": {},
+  "answer_distribution": {
+    "A": 22,
+    "C": 14,
+    "B": 14,
+    "D": 12
+  },
+  "sample_records": [
+    {
+      "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0000.wav",
+      "question": "How many named entities are present in this audio segment?",
+      "choice_a": "0 entities - No named entities identified in this audio",
+      "choice_b": "3 entities - 3 named entities identified in this audio",
+      "choice_c": "2 entities - 2 named entities identified in this audio",
+      "choice_d": "1 entity - One named entity identified in this audio",
+      "answer_gt": "A",
+      "task_name": "NER(Named Entity Recognition)",
+      "dataset_name": "SLUE-VoxPopuli",
+      "uniq_id": 0,
+      "entity_count": 0,
+      "entity_types": [],
+      "source_mix_ratio": "16:14",
+      "with_entities_count": 16,
+      "without_entities_count": 14,
+      "source_count": 30,
+      "audio_duration_seconds": 297.62
+    },
+    {
+      "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0001.wav",
+      "question": "How many named entities are present in this audio segment?",
+      "choice_a": "0 entities - No named entities identified in this audio",
+      "choice_b": "2 entities - 2 named entities identified in this audio",
+      "choice_c": "3 entities - 3 named entities identified in this audio",
+      "choice_d": "1 entity - One named entity identified in this audio",
+      "answer_gt": "A",
+      "task_name": "NER(Named Entity Recognition)",
+      "dataset_name": "SLUE-VoxPopuli",
+      "uniq_id": 1,
+      "entity_count": 0,
+      "entity_types": [],
+      "source_mix_ratio": "14:8",
+      "with_entities_count": 14,
+      "without_entities_count": 8,
+      "source_count": 22,
+      "audio_duration_seconds": 288.46
+    },
+    {
+      "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0002.wav",
+      "question": "How many named entities are present in this audio segment?",
+      "choice_a": "2 entities - 2 named entities identified in this audio",
+      "choice_b": "1 entity - One named entity identified in this audio",
+      "choice_c": "0 entities - No named entities identified in this audio",
+      "choice_d": "3 entities - 3 named entities identified in this audio",
+      "answer_gt": "C",
+      "task_name": "NER(Named Entity Recognition)",
+      "dataset_name": "SLUE-VoxPopuli",
+      "uniq_id": 2,
+      "entity_count": 0,
+      "entity_types": [],
+      "source_mix_ratio": "12:21",
+      "with_entities_count": 12,
+      "without_entities_count": 21,
+      "source_count": 33,
+      "audio_duration_seconds": 296.98
+    }
+  ]
+}

SLUE/dev/mixed_concatenated_audio/mixed_concatenation_report.json

@@ -0,0 +1,11 @@
+{
+  "mixed_concatenation_summary": {
+    "timestamp": "2025-07-03T11:02:08.748173",
+    "total_input_files": 1753,
+    "successful_concatenations": 62,
+    "failed_files_count": 0,
+    "target_duration_minutes": 5,
+    "mix_strategy": "random",
+    "failed_files": []
+  }
+}

SLUE/dev/mixed_concatenated_audio/mixed_ner_conversion_report.json

@@ -0,0 +1,170 @@
+{
+  "conversion_summary": {
+    "timestamp": "2025-07-07T08:03:19Z",
+    "conversion_type": "mixed_concatenated_audio",
+    "total_records": 62,
+    "entity_statistics": {
+      "min_count": 0,
+      "max_count": 44,
+      "average_count": 26.5,
+      "total_unique_types": 7
+    },
+    "entity_types_found": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "answer_distribution": {
+      "A": 14,
+      "B": 13,
+      "C": 14,
+      "D": 21
+    },
+    "mix_ratio_distribution": {
+      "16:14": 1,
+      "14:8": 1,
+      "12:21": 1,
+      "10:18": 1,
+      "18:7": 1,
+      "14:13": 3,
+      "17:8": 1,
+      "17:15": 1,
+      "15:14": 2,
+      "14:9": 1,
+      "13:13": 3,
+      "8:13": 1,
+      "17:14": 1,
+      "17:17": 1,
+      "11:18": 1,
+      "14:14": 1,
+      "13:18": 1,
+      "16:21": 1,
+      "18:8": 1,
+      "13:15": 1,
+      "15:13": 1,
+      "18:14": 1,
+      "13:16": 2,
+      "16:13": 1,
+      "16:12": 2,
+      "15:15": 1,
+      "13:14": 1,
+      "17:13": 1,
+      "17:11": 1,
+      "18:11": 1,
+      "16:17": 1,
+      "18:9": 1,
+      "15:12": 1,
+      "12:17": 1,
+      "18:12": 1,
+      "13:20": 1,
+      "16:10": 2,
+      "19:10": 1,
+      "16:16": 1,
+      "8:15": 1,
+      "19:16": 1,
+      "16:11": 1,
+      "12:23": 1,
+      "14:19": 2,
+      "11:15": 1,
+      "19:12": 1,
+      "7:25": 1,
+      "13:11": 1,
+      "17:7": 1,
+      "14:16": 1,
+      "17:16": 1,
+      "11:16": 1,
+      "0:1": 1
+    },
+    "audio_statistics": {
+      "total_duration_hours": 4.98,
+      "average_duration_seconds": 289.24,
+      "min_duration_seconds": 7.72,
+      "max_duration_seconds": 299.98
+    },
+    "sample_records": [
+      {
+        "path": "mixed_concatenated_audio/mixed_concatenated_audio_0000.wav",
+        "question": "How many named entities are present in this audio segment?",
+        "choice_a": "40 entities - 40 named entities identified in this audio",
+        "choice_b": "38 entities - 38 named entities identified in this audio",
+        "choice_c": "41 entities - 41 named entities identified in this audio",
+        "choice_d": "44 entities - 44 named entities identified in this audio",
+        "answer_gt": "C",
+        "task_name": "NER(Named Entity Recognition)",
+        "dataset_name": "SLUE-VoxPopuli",
+        "uniq_id": 0,
+        "entity_count": 41,
+        "entity_types": [
+          "LAW",
+          "NORP",
+          "ORG",
+          "PERSON",
+          "PLACE",
+          "QUANT",
+          "WHEN"
+        ],
+        "source_mix_ratio": "16:14",
+        "with_entities_count": 16,
+        "without_entities_count": 14,
+        "source_count": 30,
+        "audio_duration_seconds": 297.62
+      },
+      {
+        "path": "mixed_concatenated_audio/mixed_concatenated_audio_0001.wav",
+        "question": "How many named entities are present in this audio segment?",
+        "choice_a": "27 entities - 27 named entities identified in this audio",
+        "choice_b": "28 entities - 28 named entities identified in this audio",
+        "choice_c": "22 entities - 22 named entities identified in this audio",
+        "choice_d": "25 entities - 25 named entities identified in this audio",
+        "answer_gt": "D",
+        "task_name": "NER(Named Entity Recognition)",
+        "dataset_name": "SLUE-VoxPopuli",
+        "uniq_id": 1,
+        "entity_count": 25,
+        "entity_types": [
+          "LAW",
+          "NORP",
+          "ORG",
+          "PLACE",
+          "QUANT",
+          "WHEN"
+        ],
+        "source_mix_ratio": "14:8",
+        "with_entities_count": 14,
+        "without_entities_count": 8,
+        "source_count": 22,
+        "audio_duration_seconds": 288.46
+      },
+      {
+        "path": "mixed_concatenated_audio/mixed_concatenated_audio_0002.wav",
+        "question": "How many named entities are present in this audio segment?",
+        "choice_a": "18 entities - 18 named entities identified in this audio",
+        "choice_b": "23 entities - 23 named entities identified in this audio",
+        "choice_c": "19 entities - 19 named entities identified in this audio",
+        "choice_d": "21 entities - 21 named entities identified in this audio",
+        "answer_gt": "D",
+        "task_name": "NER(Named Entity Recognition)",
+        "dataset_name": "SLUE-VoxPopuli",
+        "uniq_id": 2,
+        "entity_count": 21,
+        "entity_types": [
+          "NORP",
+          "ORG",
+          "PERSON",
+          "PLACE",
+          "QUANT",
+          "WHEN"
+        ],
+        "source_mix_ratio": "12:21",
+        "with_entities_count": 12,
+        "without_entities_count": 21,
+        "source_count": 33,
+        "audio_duration_seconds": 296.98
+      }
+    ]
+  }
+}

SLUE/dev/mixed_concatenated_audio/mixed_ner_questions.json

@@ -0,0 +1,1610 @@
+[
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0000.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "40 entities - 40 named entities identified in this audio",
+    "choice_b": "38 entities - 38 named entities identified in this audio",
+    "choice_c": "41 entities - 41 named entities identified in this audio",
+    "choice_d": "44 entities - 44 named entities identified in this audio",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 0,
+    "entity_count": 41,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "16:14",
+    "with_entities_count": 16,
+    "without_entities_count": 14,
+    "source_count": 30,
+    "audio_duration_seconds": 297.62
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0001.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "27 entities - 27 named entities identified in this audio",
+    "choice_b": "28 entities - 28 named entities identified in this audio",
+    "choice_c": "22 entities - 22 named entities identified in this audio",
+    "choice_d": "25 entities - 25 named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 1,
+    "entity_count": 25,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "14:8",
+    "with_entities_count": 14,
+    "without_entities_count": 8,
+    "source_count": 22,
+    "audio_duration_seconds": 288.46
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0002.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "18 entities - 18 named entities identified in this audio",
+    "choice_b": "23 entities - 23 named entities identified in this audio",
+    "choice_c": "19 entities - 19 named entities identified in this audio",
+    "choice_d": "21 entities - 21 named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 2,
+    "entity_count": 21,
+    "entity_types": [
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "12:21",
+    "with_entities_count": 12,
+    "without_entities_count": 21,
+    "source_count": 33,
+    "audio_duration_seconds": 296.98
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0003.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "29 entities - 29 named entities identified in this audio",
+    "choice_b": "31 entities - 31 named entities identified in this audio",
+    "choice_c": "30 entities - 30 named entities identified in this audio",
+    "choice_d": "32 entities - 32 named entities identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 3,
+    "entity_count": 29,
+    "entity_types": [
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "10:18",
+    "with_entities_count": 10,
+    "without_entities_count": 18,
+    "source_count": 28,
+    "audio_duration_seconds": 297.1
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0004.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "34 entities - 34 named entities identified in this audio",
+    "choice_b": "32 entities - 32 named entities identified in this audio",
+    "choice_c": "31 entities - 31 named entities identified in this audio",
+    "choice_d": "37 entities - 37 named entities identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 4,
+    "entity_count": 34,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "18:7",
+    "with_entities_count": 18,
+    "without_entities_count": 7,
+    "source_count": 25,
+    "audio_duration_seconds": 288.97
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0005.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "19 entities - 19 named entities identified in this audio",
+    "choice_b": "17 entities - 17 named entities identified in this audio",
+    "choice_c": "18 entities - 18 named entities identified in this audio",
+    "choice_d": "20 entities - 20 named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 5,
+    "entity_count": 20,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "14:13",
+    "with_entities_count": 14,
+    "without_entities_count": 13,
+    "source_count": 27,
+    "audio_duration_seconds": 286.52
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0006.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "34 entities - 34 named entities identified in this audio",
+    "choice_b": "35 entities - 35 named entities identified in this audio",
+    "choice_c": "37 entities - 37 named entities identified in this audio",
+    "choice_d": "32 entities - 32 named entities identified in this audio",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 6,
+    "entity_count": 35,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "17:8",
+    "with_entities_count": 17,
+    "without_entities_count": 8,
+    "source_count": 25,
+    "audio_duration_seconds": 298.34
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0007.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "29 entities - 29 named entities identified in this audio",
+    "choice_b": "30 entities - 30 named entities identified in this audio",
+    "choice_c": "31 entities - 31 named entities identified in this audio",
+    "choice_d": "26 entities - 26 named entities identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 7,
+    "entity_count": 29,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "17:15",
+    "with_entities_count": 17,
+    "without_entities_count": 15,
+    "source_count": 32,
+    "audio_duration_seconds": 299.53
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0008.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "28 entities - 28 named entities identified in this audio",
+    "choice_b": "24 entities - 24 named entities identified in this audio",
+    "choice_c": "29 entities - 29 named entities identified in this audio",
+    "choice_d": "26 entities - 26 named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 8,
+    "entity_count": 26,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "15:14",
+    "with_entities_count": 15,
+    "without_entities_count": 14,
+    "source_count": 29,
+    "audio_duration_seconds": 279.22
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0009.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "26 entities - 26 named entities identified in this audio",
+    "choice_b": "25 entities - 25 named entities identified in this audio",
+    "choice_c": "27 entities - 27 named entities identified in this audio",
+    "choice_d": "28 entities - 28 named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 9,
+    "entity_count": 28,
+    "entity_types": [
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "14:9",
+    "with_entities_count": 14,
+    "without_entities_count": 9,
+    "source_count": 23,
+    "audio_duration_seconds": 297.77
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0010.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "27 entities - 27 named entities identified in this audio",
+    "choice_b": "30 entities - 30 named entities identified in this audio",
+    "choice_c": "26 entities - 26 named entities identified in this audio",
+    "choice_d": "28 entities - 28 named entities identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 10,
+    "entity_count": 27,
+    "entity_types": [
+      "NORP",
+      "PLACE",
+      "QUANT"
+    ],
+    "source_mix_ratio": "13:13",
+    "with_entities_count": 13,
+    "without_entities_count": 13,
+    "source_count": 26,
+    "audio_duration_seconds": 285.7
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0011.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "17 entities - 17 named entities identified in this audio",
+    "choice_b": "18 entities - 18 named entities identified in this audio",
+    "choice_c": "22 entities - 22 named entities identified in this audio",
+    "choice_d": "19 entities - 19 named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 11,
+    "entity_count": 19,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "8:13",
+    "with_entities_count": 8,
+    "without_entities_count": 13,
+    "source_count": 21,
+    "audio_duration_seconds": 296.9
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0012.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "31 entities - 31 named entities identified in this audio",
+    "choice_b": "34 entities - 34 named entities identified in this audio",
+    "choice_c": "29 entities - 29 named entities identified in this audio",
+    "choice_d": "33 entities - 33 named entities identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 12,
+    "entity_count": 31,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "17:14",
+    "with_entities_count": 17,
+    "without_entities_count": 14,
+    "source_count": 31,
+    "audio_duration_seconds": 294.34
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0013.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "32 entities - 32 named entities identified in this audio",
+    "choice_b": "34 entities - 34 named entities identified in this audio",
+    "choice_c": "35 entities - 35 named entities identified in this audio",
+    "choice_d": "31 entities - 31 named entities identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 13,
+    "entity_count": 32,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "17:17",
+    "with_entities_count": 17,
+    "without_entities_count": 17,
+    "source_count": 34,
+    "audio_duration_seconds": 296.76
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0014.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "14 entities - 14 named entities identified in this audio",
+    "choice_b": "16 entities - 16 named entities identified in this audio",
+    "choice_c": "13 entities - 13 named entities identified in this audio",
+    "choice_d": "15 entities - 15 named entities identified in this audio",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 14,
+    "entity_count": 16,
+    "entity_types": [
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "11:18",
+    "with_entities_count": 11,
+    "without_entities_count": 18,
+    "source_count": 29,
+    "audio_duration_seconds": 284.77
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0015.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "28 entities - 28 named entities identified in this audio",
+    "choice_b": "23 entities - 23 named entities identified in this audio",
+    "choice_c": "25 entities - 25 named entities identified in this audio",
+    "choice_d": "27 entities - 27 named entities identified in this audio",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 15,
+    "entity_count": 25,
+    "entity_types": [
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "14:14",
+    "with_entities_count": 14,
+    "without_entities_count": 14,
+    "source_count": 28,
+    "audio_duration_seconds": 298.48
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0016.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "23 entities - 23 named entities identified in this audio",
+    "choice_b": "20 entities - 20 named entities identified in this audio",
+    "choice_c": "22 entities - 22 named entities identified in this audio",
+    "choice_d": "25 entities - 25 named entities identified in this audio",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 16,
+    "entity_count": 22,
+    "entity_types": [
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "13:18",
+    "with_entities_count": 13,
+    "without_entities_count": 18,
+    "source_count": 31,
+    "audio_duration_seconds": 291.84
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0017.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "21 entities - 21 named entities identified in this audio",
+    "choice_b": "24 entities - 24 named entities identified in this audio",
+    "choice_c": "23 entities - 23 named entities identified in this audio",
+    "choice_d": "20 entities - 20 named entities identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 17,
+    "entity_count": 21,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "16:21",
+    "with_entities_count": 16,
+    "without_entities_count": 21,
+    "source_count": 37,
+    "audio_duration_seconds": 294.42
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0018.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "19 entities - 19 named entities identified in this audio",
+    "choice_b": "18 entities - 18 named entities identified in this audio",
+    "choice_c": "20 entities - 20 named entities identified in this audio",
+    "choice_d": "22 entities - 22 named entities identified in this audio",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 18,
+    "entity_count": 20,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "13:13",
+    "with_entities_count": 13,
+    "without_entities_count": 13,
+    "source_count": 26,
+    "audio_duration_seconds": 292.23
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0019.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "33 entities - 33 named entities identified in this audio",
+    "choice_b": "36 entities - 36 named entities identified in this audio",
+    "choice_c": "31 entities - 31 named entities identified in this audio",
+    "choice_d": "30 entities - 30 named entities identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 19,
+    "entity_count": 33,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "15:14",
+    "with_entities_count": 15,
+    "without_entities_count": 14,
+    "source_count": 29,
+    "audio_duration_seconds": 299.85
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0020.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "25 entities - 25 named entities identified in this audio",
+    "choice_b": "27 entities - 27 named entities identified in this audio",
+    "choice_c": "22 entities - 22 named entities identified in this audio",
+    "choice_d": "26 entities - 26 named entities identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 20,
+    "entity_count": 25,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "18:8",
+    "with_entities_count": 18,
+    "without_entities_count": 8,
+    "source_count": 26,
+    "audio_duration_seconds": 299.97
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0021.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "24 entities - 24 named entities identified in this audio",
+    "choice_b": "29 entities - 29 named entities identified in this audio",
+    "choice_c": "26 entities - 26 named entities identified in this audio",
+    "choice_d": "27 entities - 27 named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 21,
+    "entity_count": 27,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "14:13",
+    "with_entities_count": 14,
+    "without_entities_count": 13,
+    "source_count": 27,
+    "audio_duration_seconds": 296.69
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0022.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "19 entities - 19 named entities identified in this audio",
+    "choice_b": "22 entities - 22 named entities identified in this audio",
+    "choice_c": "25 entities - 25 named entities identified in this audio",
+    "choice_d": "21 entities - 21 named entities identified in this audio",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 22,
+    "entity_count": 22,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "13:15",
+    "with_entities_count": 13,
+    "without_entities_count": 15,
+    "source_count": 28,
+    "audio_duration_seconds": 285.91
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0023.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "27 entities - 27 named entities identified in this audio",
+    "choice_b": "26 entities - 26 named entities identified in this audio",
+    "choice_c": "29 entities - 29 named entities identified in this audio",
+    "choice_d": "23 entities - 23 named entities identified in this audio",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 23,
+    "entity_count": 26,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "15:13",
+    "with_entities_count": 15,
+    "without_entities_count": 13,
+    "source_count": 28,
+    "audio_duration_seconds": 292.9
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0024.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "39 entities - 39 named entities identified in this audio",
+    "choice_b": "37 entities - 37 named entities identified in this audio",
+    "choice_c": "40 entities - 40 named entities identified in this audio",
+    "choice_d": "34 entities - 34 named entities identified in this audio",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 24,
+    "entity_count": 37,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "18:14",
+    "with_entities_count": 18,
+    "without_entities_count": 14,
+    "source_count": 32,
+    "audio_duration_seconds": 297.38
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0025.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "27 entities - 27 named entities identified in this audio",
+    "choice_b": "23 entities - 23 named entities identified in this audio",
+    "choice_c": "24 entities - 24 named entities identified in this audio",
+    "choice_d": "25 entities - 25 named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 25,
+    "entity_count": 25,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "13:16",
+    "with_entities_count": 13,
+    "without_entities_count": 16,
+    "source_count": 29,
+    "audio_duration_seconds": 290.06
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0026.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "30 entities - 30 named entities identified in this audio",
+    "choice_b": "28 entities - 28 named entities identified in this audio",
+    "choice_c": "29 entities - 29 named entities identified in this audio",
+    "choice_d": "26 entities - 26 named entities identified in this audio",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 26,
+    "entity_count": 29,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
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+    "with_entities_count": 16,
+    "without_entities_count": 13,
+    "source_count": 29,
+    "audio_duration_seconds": 298.9
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0027.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "25 entities - 25 named entities identified in this audio",
+    "choice_b": "26 entities - 26 named entities identified in this audio",
+    "choice_c": "30 entities - 30 named entities identified in this audio",
+    "choice_d": "28 entities - 28 named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 27,
+    "entity_count": 28,
+    "entity_types": [
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "16:12",
+    "with_entities_count": 16,
+    "without_entities_count": 12,
+    "source_count": 28,
+    "audio_duration_seconds": 292.5
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0028.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "31 entities - 31 named entities identified in this audio",
+    "choice_b": "29 entities - 29 named entities identified in this audio",
+    "choice_c": "33 entities - 33 named entities identified in this audio",
+    "choice_d": "28 entities - 28 named entities identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 28,
+    "entity_count": 31,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "15:15",
+    "with_entities_count": 15,
+    "without_entities_count": 15,
+    "source_count": 30,
+    "audio_duration_seconds": 292.19
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0029.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "21 entities - 21 named entities identified in this audio",
+    "choice_b": "17 entities - 17 named entities identified in this audio",
+    "choice_c": "19 entities - 19 named entities identified in this audio",
+    "choice_d": "18 entities - 18 named entities identified in this audio",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 29,
+    "entity_count": 19,
+    "entity_types": [
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "13:14",
+    "with_entities_count": 13,
+    "without_entities_count": 14,
+    "source_count": 27,
+    "audio_duration_seconds": 293.2
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0030.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "27 entities - 27 named entities identified in this audio",
+    "choice_b": "28 entities - 28 named entities identified in this audio",
+    "choice_c": "30 entities - 30 named entities identified in this audio",
+    "choice_d": "26 entities - 26 named entities identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 30,
+    "entity_count": 27,
+    "entity_types": [
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "17:13",
+    "with_entities_count": 17,
+    "without_entities_count": 13,
+    "source_count": 30,
+    "audio_duration_seconds": 290.44
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0031.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "28 entities - 28 named entities identified in this audio",
+    "choice_b": "30 entities - 30 named entities identified in this audio",
+    "choice_c": "29 entities - 29 named entities identified in this audio",
+    "choice_d": "31 entities - 31 named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 31,
+    "entity_count": 31,
+    "entity_types": [
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "17:11",
+    "with_entities_count": 17,
+    "without_entities_count": 11,
+    "source_count": 28,
+    "audio_duration_seconds": 293.93
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0032.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "46 entities - 46 named entities identified in this audio",
+    "choice_b": "41 entities - 41 named entities identified in this audio",
+    "choice_c": "42 entities - 42 named entities identified in this audio",
+    "choice_d": "44 entities - 44 named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 32,
+    "entity_count": 44,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "18:11",
+    "with_entities_count": 18,
+    "without_entities_count": 11,
+    "source_count": 29,
+    "audio_duration_seconds": 299.86
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0033.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "27 entities - 27 named entities identified in this audio",
+    "choice_b": "28 entities - 28 named entities identified in this audio",
+    "choice_c": "26 entities - 26 named entities identified in this audio",
+    "choice_d": "29 entities - 29 named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 33,
+    "entity_count": 29,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "16:17",
+    "with_entities_count": 16,
+    "without_entities_count": 17,
+    "source_count": 33,
+    "audio_duration_seconds": 291.75
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0034.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "36 entities - 36 named entities identified in this audio",
+    "choice_b": "35 entities - 35 named entities identified in this audio",
+    "choice_c": "38 entities - 38 named entities identified in this audio",
+    "choice_d": "34 entities - 34 named entities identified in this audio",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 34,
+    "entity_count": 35,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "18:9",
+    "with_entities_count": 18,
+    "without_entities_count": 9,
+    "source_count": 27,
+    "audio_duration_seconds": 291.53
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0035.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "24 entities - 24 named entities identified in this audio",
+    "choice_b": "26 entities - 26 named entities identified in this audio",
+    "choice_c": "25 entities - 25 named entities identified in this audio",
+    "choice_d": "27 entities - 27 named entities identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 35,
+    "entity_count": 24,
+    "entity_types": [
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "13:13",
+    "with_entities_count": 13,
+    "without_entities_count": 13,
+    "source_count": 26,
+    "audio_duration_seconds": 299.98
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0036.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "24 entities - 24 named entities identified in this audio",
+    "choice_b": "21 entities - 21 named entities identified in this audio",
+    "choice_c": "22 entities - 22 named entities identified in this audio",
+    "choice_d": "27 entities - 27 named entities identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 36,
+    "entity_count": 24,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "14:13",
+    "with_entities_count": 14,
+    "without_entities_count": 13,
+    "source_count": 27,
+    "audio_duration_seconds": 277.02
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0037.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "23 entities - 23 named entities identified in this audio",
+    "choice_b": "21 entities - 21 named entities identified in this audio",
+    "choice_c": "17 entities - 17 named entities identified in this audio",
+    "choice_d": "20 entities - 20 named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 37,
+    "entity_count": 20,
+    "entity_types": [
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "15:12",
+    "with_entities_count": 15,
+    "without_entities_count": 12,
+    "source_count": 27,
+    "audio_duration_seconds": 296.9
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0038.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "17 entities - 17 named entities identified in this audio",
+    "choice_b": "19 entities - 19 named entities identified in this audio",
+    "choice_c": "20 entities - 20 named entities identified in this audio",
+    "choice_d": "23 entities - 23 named entities identified in this audio",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 38,
+    "entity_count": 20,
+    "entity_types": [
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "12:17",
+    "with_entities_count": 12,
+    "without_entities_count": 17,
+    "source_count": 29,
+    "audio_duration_seconds": 293.54
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0039.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "35 entities - 35 named entities identified in this audio",
+    "choice_b": "36 entities - 36 named entities identified in this audio",
+    "choice_c": "34 entities - 34 named entities identified in this audio",
+    "choice_d": "32 entities - 32 named entities identified in this audio",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 39,
+    "entity_count": 34,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "18:12",
+    "with_entities_count": 18,
+    "without_entities_count": 12,
+    "source_count": 30,
+    "audio_duration_seconds": 299.74
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0040.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "26 entities - 26 named entities identified in this audio",
+    "choice_b": "25 entities - 25 named entities identified in this audio",
+    "choice_c": "23 entities - 23 named entities identified in this audio",
+    "choice_d": "22 entities - 22 named entities identified in this audio",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 40,
+    "entity_count": 25,
+    "entity_types": [
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "13:20",
+    "with_entities_count": 13,
+    "without_entities_count": 20,
+    "source_count": 33,
+    "audio_duration_seconds": 296.88
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0041.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "23 entities - 23 named entities identified in this audio",
+    "choice_b": "29 entities - 29 named entities identified in this audio",
+    "choice_c": "28 entities - 28 named entities identified in this audio",
+    "choice_d": "26 entities - 26 named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 41,
+    "entity_count": 26,
+    "entity_types": [
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "16:10",
+    "with_entities_count": 16,
+    "without_entities_count": 10,
+    "source_count": 26,
+    "audio_duration_seconds": 286.27
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0042.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "35 entities - 35 named entities identified in this audio",
+    "choice_b": "34 entities - 34 named entities identified in this audio",
+    "choice_c": "31 entities - 31 named entities identified in this audio",
+    "choice_d": "32 entities - 32 named entities identified in this audio",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 42,
+    "entity_count": 34,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "19:10",
+    "with_entities_count": 19,
+    "without_entities_count": 10,
+    "source_count": 29,
+    "audio_duration_seconds": 290.68
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0043.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "26 entities - 26 named entities identified in this audio",
+    "choice_b": "24 entities - 24 named entities identified in this audio",
+    "choice_c": "25 entities - 25 named entities identified in this audio",
+    "choice_d": "28 entities - 28 named entities identified in this audio",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 43,
+    "entity_count": 25,
+    "entity_types": [
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "16:16",
+    "with_entities_count": 16,
+    "without_entities_count": 16,
+    "source_count": 32,
+    "audio_duration_seconds": 291.69
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0044.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "17 entities - 17 named entities identified in this audio",
+    "choice_b": "19 entities - 19 named entities identified in this audio",
+    "choice_c": "18 entities - 18 named entities identified in this audio",
+    "choice_d": "20 entities - 20 named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 44,
+    "entity_count": 20,
+    "entity_types": [
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "8:15",
+    "with_entities_count": 8,
+    "without_entities_count": 15,
+    "source_count": 23,
+    "audio_duration_seconds": 287.05
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0045.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "32 entities - 32 named entities identified in this audio",
+    "choice_b": "33 entities - 33 named entities identified in this audio",
+    "choice_c": "31 entities - 31 named entities identified in this audio",
+    "choice_d": "28 entities - 28 named entities identified in this audio",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 45,
+    "entity_count": 31,
+    "entity_types": [
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "16:10",
+    "with_entities_count": 16,
+    "without_entities_count": 10,
+    "source_count": 26,
+    "audio_duration_seconds": 291.44
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0046.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "30 entities - 30 named entities identified in this audio",
+    "choice_b": "34 entities - 34 named entities identified in this audio",
+    "choice_c": "29 entities - 29 named entities identified in this audio",
+    "choice_d": "32 entities - 32 named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 46,
+    "entity_count": 32,
+    "entity_types": [
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "19:16",
+    "with_entities_count": 19,
+    "without_entities_count": 16,
+    "source_count": 35,
+    "audio_duration_seconds": 298.8
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0047.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "38 entities - 38 named entities identified in this audio",
+    "choice_b": "36 entities - 36 named entities identified in this audio",
+    "choice_c": "33 entities - 33 named entities identified in this audio",
+    "choice_d": "37 entities - 37 named entities identified in this audio",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 47,
+    "entity_count": 36,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "16:11",
+    "with_entities_count": 16,
+    "without_entities_count": 11,
+    "source_count": 27,
+    "audio_duration_seconds": 297.9
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0048.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "24 entities - 24 named entities identified in this audio",
+    "choice_b": "23 entities - 23 named entities identified in this audio",
+    "choice_c": "25 entities - 25 named entities identified in this audio",
+    "choice_d": "20 entities - 20 named entities identified in this audio",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 48,
+    "entity_count": 23,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "12:23",
+    "with_entities_count": 12,
+    "without_entities_count": 23,
+    "source_count": 35,
+    "audio_duration_seconds": 294.13
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0049.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "24 entities - 24 named entities identified in this audio",
+    "choice_b": "26 entities - 26 named entities identified in this audio",
+    "choice_c": "29 entities - 29 named entities identified in this audio",
+    "choice_d": "25 entities - 25 named entities identified in this audio",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 49,
+    "entity_count": 26,
+    "entity_types": [
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "14:19",
+    "with_entities_count": 14,
+    "without_entities_count": 19,
+    "source_count": 33,
+    "audio_duration_seconds": 291.06
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0050.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "21 entities - 21 named entities identified in this audio",
+    "choice_b": "19 entities - 19 named entities identified in this audio",
+    "choice_c": "18 entities - 18 named entities identified in this audio",
+    "choice_d": "17 entities - 17 named entities identified in this audio",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 50,
+    "entity_count": 18,
+    "entity_types": [
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "14:19",
+    "with_entities_count": 14,
+    "without_entities_count": 19,
+    "source_count": 33,
+    "audio_duration_seconds": 298.26
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0051.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "23 entities - 23 named entities identified in this audio",
+    "choice_b": "19 entities - 19 named entities identified in this audio",
+    "choice_c": "24 entities - 24 named entities identified in this audio",
+    "choice_d": "22 entities - 22 named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 51,
+    "entity_count": 22,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "11:15",
+    "with_entities_count": 11,
+    "without_entities_count": 15,
+    "source_count": 26,
+    "audio_duration_seconds": 299.73
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0052.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "34 entities - 34 named entities identified in this audio",
+    "choice_b": "30 entities - 30 named entities identified in this audio",
+    "choice_c": "32 entities - 32 named entities identified in this audio",
+    "choice_d": "31 entities - 31 named entities identified in this audio",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 52,
+    "entity_count": 32,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "19:12",
+    "with_entities_count": 19,
+    "without_entities_count": 12,
+    "source_count": 31,
+    "audio_duration_seconds": 295.0
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0053.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "15 entities - 15 named entities identified in this audio",
+    "choice_b": "16 entities - 16 named entities identified in this audio",
+    "choice_c": "17 entities - 17 named entities identified in this audio",
+    "choice_d": "14 entities - 14 named entities identified in this audio",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 53,
+    "entity_count": 16,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "7:25",
+    "with_entities_count": 7,
+    "without_entities_count": 25,
+    "source_count": 32,
+    "audio_duration_seconds": 293.17
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0054.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "26 entities - 26 named entities identified in this audio",
+    "choice_b": "27 entities - 27 named entities identified in this audio",
+    "choice_c": "23 entities - 23 named entities identified in this audio",
+    "choice_d": "24 entities - 24 named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 54,
+    "entity_count": 24,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "13:16",
+    "with_entities_count": 13,
+    "without_entities_count": 16,
+    "source_count": 29,
+    "audio_duration_seconds": 290.21
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0055.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "23 entities - 23 named entities identified in this audio",
+    "choice_b": "26 entities - 26 named entities identified in this audio",
+    "choice_c": "25 entities - 25 named entities identified in this audio",
+    "choice_d": "20 entities - 20 named entities identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 55,
+    "entity_count": 23,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "16:12",
+    "with_entities_count": 16,
+    "without_entities_count": 12,
+    "source_count": 28,
+    "audio_duration_seconds": 297.51
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0056.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "35 entities - 35 named entities identified in this audio",
+    "choice_b": "34 entities - 34 named entities identified in this audio",
+    "choice_c": "32 entities - 32 named entities identified in this audio",
+    "choice_d": "30 entities - 30 named entities identified in this audio",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 56,
+    "entity_count": 32,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "13:11",
+    "with_entities_count": 13,
+    "without_entities_count": 11,
+    "source_count": 24,
+    "audio_duration_seconds": 299.05
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0057.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "29 entities - 29 named entities identified in this audio",
+    "choice_b": "30 entities - 30 named entities identified in this audio",
+    "choice_c": "27 entities - 27 named entities identified in this audio",
+    "choice_d": "28 entities - 28 named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 57,
+    "entity_count": 28,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "17:7",
+    "with_entities_count": 17,
+    "without_entities_count": 7,
+    "source_count": 24,
+    "audio_duration_seconds": 297.02
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0058.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "22 entities - 22 named entities identified in this audio",
+    "choice_b": "23 entities - 23 named entities identified in this audio",
+    "choice_c": "24 entities - 24 named entities identified in this audio",
+    "choice_d": "21 entities - 21 named entities identified in this audio",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 58,
+    "entity_count": 24,
+    "entity_types": [
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "14:16",
+    "with_entities_count": 14,
+    "without_entities_count": 16,
+    "source_count": 30,
+    "audio_duration_seconds": 294.03
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0059.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "35 entities - 35 named entities identified in this audio",
+    "choice_b": "36 entities - 36 named entities identified in this audio",
+    "choice_c": "34 entities - 34 named entities identified in this audio",
+    "choice_d": "33 entities - 33 named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 59,
+    "entity_count": 33,
+    "entity_types": [
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "17:16",
+    "with_entities_count": 17,
+    "without_entities_count": 16,
+    "source_count": 33,
+    "audio_duration_seconds": 299.67
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0060.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "17 entities - 17 named entities identified in this audio",
+    "choice_b": "21 entities - 21 named entities identified in this audio",
+    "choice_c": "22 entities - 22 named entities identified in this audio",
+    "choice_d": "19 entities - 19 named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 60,
+    "entity_count": 19,
+    "entity_types": [
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_mix_ratio": "11:16",
+    "with_entities_count": 11,
+    "without_entities_count": 16,
+    "source_count": 27,
+    "audio_duration_seconds": 295.66
+  },
+  {
+    "path": "mixed_concatenated_audio/mixed_concatenated_audio_0061.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "1 entity - 1 named entity identified in this audio",
+    "choice_b": "0 entities - No named entities identified in this audio",
+    "choice_c": "3 entities - 3 named entities identified in this audio",
+    "choice_d": "2 entities - 2 named entities identified in this audio",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 61,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "0:1",
+    "with_entities_count": 0,
+    "without_entities_count": 1,
+    "source_count": 1,
+    "audio_duration_seconds": 7.72
+  }
+]

SLUE/dev/mixed_concatenated_audio/ner_json_generation_report.json

@@ -0,0 +1,77 @@
+{
+  "generation_summary": {
+    "total_records": 62,
+    "successful_records": 62,
+    "failed_records": 0,
+    "output_file": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/ner_questions.json"
+  },
+  "entity_count_distribution": {
+    "0": 62
+  },
+  "entity_type_distribution": {},
+  "answer_distribution": {
+    "A": 22,
+    "C": 14,
+    "B": 14,
+    "D": 12
+  },
+  "sample_records": [
+    {
+      "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0000.wav",
+      "question": "How many named entities are present in this audio segment?",
+      "choice_a": "0 entities - No named entities identified in this audio",
+      "choice_b": "3 entities - 3 named entities identified in this audio",
+      "choice_c": "2 entities - 2 named entities identified in this audio",
+      "choice_d": "1 entity - One named entity identified in this audio",
+      "answer_gt": "A",
+      "task_name": "NER(Named Entity Recognition)",
+      "dataset_name": "SLUE-VoxPopuli",
+      "uniq_id": 0,
+      "entity_count": 0,
+      "entity_types": [],
+      "source_mix_ratio": "16:14",
+      "with_entities_count": 16,
+      "without_entities_count": 14,
+      "source_count": 30,
+      "audio_duration_seconds": 297.62
+    },
+    {
+      "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0001.wav",
+      "question": "How many named entities are present in this audio segment?",
+      "choice_a": "0 entities - No named entities identified in this audio",
+      "choice_b": "2 entities - 2 named entities identified in this audio",
+      "choice_c": "3 entities - 3 named entities identified in this audio",
+      "choice_d": "1 entity - One named entity identified in this audio",
+      "answer_gt": "A",
+      "task_name": "NER(Named Entity Recognition)",
+      "dataset_name": "SLUE-VoxPopuli",
+      "uniq_id": 1,
+      "entity_count": 0,
+      "entity_types": [],
+      "source_mix_ratio": "14:8",
+      "with_entities_count": 14,
+      "without_entities_count": 8,
+      "source_count": 22,
+      "audio_duration_seconds": 288.46
+    },
+    {
+      "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0002.wav",
+      "question": "How many named entities are present in this audio segment?",
+      "choice_a": "2 entities - 2 named entities identified in this audio",
+      "choice_b": "1 entity - One named entity identified in this audio",
+      "choice_c": "0 entities - No named entities identified in this audio",
+      "choice_d": "3 entities - 3 named entities identified in this audio",
+      "answer_gt": "C",
+      "task_name": "NER(Named Entity Recognition)",
+      "dataset_name": "SLUE-VoxPopuli",
+      "uniq_id": 2,
+      "entity_count": 0,
+      "entity_types": [],
+      "source_mix_ratio": "12:21",
+      "with_entities_count": 12,
+      "without_entities_count": 21,
+      "source_count": 33,
+      "audio_duration_seconds": 296.98
+    }
+  ]
+}

SLUE/dev/mixed_concatenated_audio/ner_questions.json

@@ -0,0 +1,1180 @@
+[
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0000.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "0 entities - No named entities identified in this audio",
+    "choice_b": "3 entities - 3 named entities identified in this audio",
+    "choice_c": "2 entities - 2 named entities identified in this audio",
+    "choice_d": "1 entity - One named entity identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 0,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "16:14",
+    "with_entities_count": 16,
+    "without_entities_count": 14,
+    "source_count": 30,
+    "audio_duration_seconds": 297.62
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0001.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "0 entities - No named entities identified in this audio",
+    "choice_b": "2 entities - 2 named entities identified in this audio",
+    "choice_c": "3 entities - 3 named entities identified in this audio",
+    "choice_d": "1 entity - One named entity identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 1,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "14:8",
+    "with_entities_count": 14,
+    "without_entities_count": 8,
+    "source_count": 22,
+    "audio_duration_seconds": 288.46
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0002.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "2 entities - 2 named entities identified in this audio",
+    "choice_b": "1 entity - One named entity identified in this audio",
+    "choice_c": "0 entities - No named entities identified in this audio",
+    "choice_d": "3 entities - 3 named entities identified in this audio",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 2,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "12:21",
+    "with_entities_count": 12,
+    "without_entities_count": 21,
+    "source_count": 33,
+    "audio_duration_seconds": 296.98
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0003.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "3 entities - 3 named entities identified in this audio",
+    "choice_b": "0 entities - No named entities identified in this audio",
+    "choice_c": "1 entity - One named entity identified in this audio",
+    "choice_d": "2 entities - 2 named entities identified in this audio",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 3,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "10:18",
+    "with_entities_count": 10,
+    "without_entities_count": 18,
+    "source_count": 28,
+    "audio_duration_seconds": 297.1
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0004.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "0 entities - No named entities identified in this audio",
+    "choice_b": "1 entity - One named entity identified in this audio",
+    "choice_c": "2 entities - 2 named entities identified in this audio",
+    "choice_d": "3 entities - 3 named entities identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 4,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "18:7",
+    "with_entities_count": 18,
+    "without_entities_count": 7,
+    "source_count": 25,
+    "audio_duration_seconds": 288.97
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0005.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "0 entities - No named entities identified in this audio",
+    "choice_b": "3 entities - 3 named entities identified in this audio",
+    "choice_c": "2 entities - 2 named entities identified in this audio",
+    "choice_d": "1 entity - One named entity identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 5,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "14:13",
+    "with_entities_count": 14,
+    "without_entities_count": 13,
+    "source_count": 27,
+    "audio_duration_seconds": 286.52
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0006.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "1 entity - One named entity identified in this audio",
+    "choice_b": "2 entities - 2 named entities identified in this audio",
+    "choice_c": "3 entities - 3 named entities identified in this audio",
+    "choice_d": "0 entities - No named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 6,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "17:8",
+    "with_entities_count": 17,
+    "without_entities_count": 8,
+    "source_count": 25,
+    "audio_duration_seconds": 298.34
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0007.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "0 entities - No named entities identified in this audio",
+    "choice_b": "1 entity - One named entity identified in this audio",
+    "choice_c": "2 entities - 2 named entities identified in this audio",
+    "choice_d": "3 entities - 3 named entities identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 7,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "17:15",
+    "with_entities_count": 17,
+    "without_entities_count": 15,
+    "source_count": 32,
+    "audio_duration_seconds": 299.53
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0008.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "1 entity - One named entity identified in this audio",
+    "choice_b": "0 entities - No named entities identified in this audio",
+    "choice_c": "3 entities - 3 named entities identified in this audio",
+    "choice_d": "2 entities - 2 named entities identified in this audio",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 8,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "15:14",
+    "with_entities_count": 15,
+    "without_entities_count": 14,
+    "source_count": 29,
+    "audio_duration_seconds": 279.22
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0009.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "3 entities - 3 named entities identified in this audio",
+    "choice_b": "0 entities - No named entities identified in this audio",
+    "choice_c": "1 entity - One named entity identified in this audio",
+    "choice_d": "2 entities - 2 named entities identified in this audio",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 9,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "14:9",
+    "with_entities_count": 14,
+    "without_entities_count": 9,
+    "source_count": 23,
+    "audio_duration_seconds": 297.77
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0010.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "1 entity - One named entity identified in this audio",
+    "choice_b": "3 entities - 3 named entities identified in this audio",
+    "choice_c": "2 entities - 2 named entities identified in this audio",
+    "choice_d": "0 entities - No named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 10,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "13:13",
+    "with_entities_count": 13,
+    "without_entities_count": 13,
+    "source_count": 26,
+    "audio_duration_seconds": 285.7
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0011.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "2 entities - 2 named entities identified in this audio",
+    "choice_b": "3 entities - 3 named entities identified in this audio",
+    "choice_c": "0 entities - No named entities identified in this audio",
+    "choice_d": "1 entity - One named entity identified in this audio",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 11,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "8:13",
+    "with_entities_count": 8,
+    "without_entities_count": 13,
+    "source_count": 21,
+    "audio_duration_seconds": 296.9
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0012.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "1 entity - One named entity identified in this audio",
+    "choice_b": "3 entities - 3 named entities identified in this audio",
+    "choice_c": "2 entities - 2 named entities identified in this audio",
+    "choice_d": "0 entities - No named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 12,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "17:14",
+    "with_entities_count": 17,
+    "without_entities_count": 14,
+    "source_count": 31,
+    "audio_duration_seconds": 294.34
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0013.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "0 entities - No named entities identified in this audio",
+    "choice_b": "1 entity - One named entity identified in this audio",
+    "choice_c": "3 entities - 3 named entities identified in this audio",
+    "choice_d": "2 entities - 2 named entities identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 13,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "17:17",
+    "with_entities_count": 17,
+    "without_entities_count": 17,
+    "source_count": 34,
+    "audio_duration_seconds": 296.76
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0014.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "1 entity - One named entity identified in this audio",
+    "choice_b": "2 entities - 2 named entities identified in this audio",
+    "choice_c": "3 entities - 3 named entities identified in this audio",
+    "choice_d": "0 entities - No named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 14,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "11:18",
+    "with_entities_count": 11,
+    "without_entities_count": 18,
+    "source_count": 29,
+    "audio_duration_seconds": 284.77
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0015.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "0 entities - No named entities identified in this audio",
+    "choice_b": "1 entity - One named entity identified in this audio",
+    "choice_c": "2 entities - 2 named entities identified in this audio",
+    "choice_d": "3 entities - 3 named entities identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 15,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "14:14",
+    "with_entities_count": 14,
+    "without_entities_count": 14,
+    "source_count": 28,
+    "audio_duration_seconds": 298.48
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0016.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "1 entity - One named entity identified in this audio",
+    "choice_b": "2 entities - 2 named entities identified in this audio",
+    "choice_c": "0 entities - No named entities identified in this audio",
+    "choice_d": "3 entities - 3 named entities identified in this audio",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 16,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "13:18",
+    "with_entities_count": 13,
+    "without_entities_count": 18,
+    "source_count": 31,
+    "audio_duration_seconds": 291.84
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0017.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "1 entity - One named entity identified in this audio",
+    "choice_b": "3 entities - 3 named entities identified in this audio",
+    "choice_c": "0 entities - No named entities identified in this audio",
+    "choice_d": "2 entities - 2 named entities identified in this audio",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 17,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "16:21",
+    "with_entities_count": 16,
+    "without_entities_count": 21,
+    "source_count": 37,
+    "audio_duration_seconds": 294.42
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0018.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "3 entities - 3 named entities identified in this audio",
+    "choice_b": "1 entity - One named entity identified in this audio",
+    "choice_c": "2 entities - 2 named entities identified in this audio",
+    "choice_d": "0 entities - No named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 18,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "13:13",
+    "with_entities_count": 13,
+    "without_entities_count": 13,
+    "source_count": 26,
+    "audio_duration_seconds": 292.23
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0019.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "1 entity - One named entity identified in this audio",
+    "choice_b": "2 entities - 2 named entities identified in this audio",
+    "choice_c": "3 entities - 3 named entities identified in this audio",
+    "choice_d": "0 entities - No named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 19,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "15:14",
+    "with_entities_count": 15,
+    "without_entities_count": 14,
+    "source_count": 29,
+    "audio_duration_seconds": 299.85
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0020.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "0 entities - No named entities identified in this audio",
+    "choice_b": "3 entities - 3 named entities identified in this audio",
+    "choice_c": "1 entity - One named entity identified in this audio",
+    "choice_d": "2 entities - 2 named entities identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 20,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "18:8",
+    "with_entities_count": 18,
+    "without_entities_count": 8,
+    "source_count": 26,
+    "audio_duration_seconds": 299.97
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0021.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "0 entities - No named entities identified in this audio",
+    "choice_b": "3 entities - 3 named entities identified in this audio",
+    "choice_c": "1 entity - One named entity identified in this audio",
+    "choice_d": "2 entities - 2 named entities identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 21,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "14:13",
+    "with_entities_count": 14,
+    "without_entities_count": 13,
+    "source_count": 27,
+    "audio_duration_seconds": 296.69
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0022.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "0 entities - No named entities identified in this audio",
+    "choice_b": "2 entities - 2 named entities identified in this audio",
+    "choice_c": "3 entities - 3 named entities identified in this audio",
+    "choice_d": "1 entity - One named entity identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 22,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "13:15",
+    "with_entities_count": 13,
+    "without_entities_count": 15,
+    "source_count": 28,
+    "audio_duration_seconds": 285.91
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0023.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "0 entities - No named entities identified in this audio",
+    "choice_b": "2 entities - 2 named entities identified in this audio",
+    "choice_c": "1 entity - One named entity identified in this audio",
+    "choice_d": "3 entities - 3 named entities identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 23,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "15:13",
+    "with_entities_count": 15,
+    "without_entities_count": 13,
+    "source_count": 28,
+    "audio_duration_seconds": 292.9
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0024.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "3 entities - 3 named entities identified in this audio",
+    "choice_b": "1 entity - One named entity identified in this audio",
+    "choice_c": "0 entities - No named entities identified in this audio",
+    "choice_d": "2 entities - 2 named entities identified in this audio",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 24,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "18:14",
+    "with_entities_count": 18,
+    "without_entities_count": 14,
+    "source_count": 32,
+    "audio_duration_seconds": 297.38
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0025.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "2 entities - 2 named entities identified in this audio",
+    "choice_b": "1 entity - One named entity identified in this audio",
+    "choice_c": "3 entities - 3 named entities identified in this audio",
+    "choice_d": "0 entities - No named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 25,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "13:16",
+    "with_entities_count": 13,
+    "without_entities_count": 16,
+    "source_count": 29,
+    "audio_duration_seconds": 290.06
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0026.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "1 entity - One named entity identified in this audio",
+    "choice_b": "2 entities - 2 named entities identified in this audio",
+    "choice_c": "0 entities - No named entities identified in this audio",
+    "choice_d": "3 entities - 3 named entities identified in this audio",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 26,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "16:13",
+    "with_entities_count": 16,
+    "without_entities_count": 13,
+    "source_count": 29,
+    "audio_duration_seconds": 298.9
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0027.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "0 entities - No named entities identified in this audio",
+    "choice_b": "3 entities - 3 named entities identified in this audio",
+    "choice_c": "1 entity - One named entity identified in this audio",
+    "choice_d": "2 entities - 2 named entities identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 27,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "16:12",
+    "with_entities_count": 16,
+    "without_entities_count": 12,
+    "source_count": 28,
+    "audio_duration_seconds": 292.5
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0028.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "3 entities - 3 named entities identified in this audio",
+    "choice_b": "1 entity - One named entity identified in this audio",
+    "choice_c": "2 entities - 2 named entities identified in this audio",
+    "choice_d": "0 entities - No named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 28,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "15:15",
+    "with_entities_count": 15,
+    "without_entities_count": 15,
+    "source_count": 30,
+    "audio_duration_seconds": 292.19
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0029.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "1 entity - One named entity identified in this audio",
+    "choice_b": "2 entities - 2 named entities identified in this audio",
+    "choice_c": "0 entities - No named entities identified in this audio",
+    "choice_d": "3 entities - 3 named entities identified in this audio",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 29,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "13:14",
+    "with_entities_count": 13,
+    "without_entities_count": 14,
+    "source_count": 27,
+    "audio_duration_seconds": 293.2
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0030.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "2 entities - 2 named entities identified in this audio",
+    "choice_b": "3 entities - 3 named entities identified in this audio",
+    "choice_c": "0 entities - No named entities identified in this audio",
+    "choice_d": "1 entity - One named entity identified in this audio",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 30,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "17:13",
+    "with_entities_count": 17,
+    "without_entities_count": 13,
+    "source_count": 30,
+    "audio_duration_seconds": 290.44
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0031.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "1 entity - One named entity identified in this audio",
+    "choice_b": "0 entities - No named entities identified in this audio",
+    "choice_c": "3 entities - 3 named entities identified in this audio",
+    "choice_d": "2 entities - 2 named entities identified in this audio",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 31,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "17:11",
+    "with_entities_count": 17,
+    "without_entities_count": 11,
+    "source_count": 28,
+    "audio_duration_seconds": 293.93
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0032.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "0 entities - No named entities identified in this audio",
+    "choice_b": "1 entity - One named entity identified in this audio",
+    "choice_c": "3 entities - 3 named entities identified in this audio",
+    "choice_d": "2 entities - 2 named entities identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 32,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "18:11",
+    "with_entities_count": 18,
+    "without_entities_count": 11,
+    "source_count": 29,
+    "audio_duration_seconds": 299.86
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0033.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "2 entities - 2 named entities identified in this audio",
+    "choice_b": "0 entities - No named entities identified in this audio",
+    "choice_c": "1 entity - One named entity identified in this audio",
+    "choice_d": "3 entities - 3 named entities identified in this audio",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 33,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "16:17",
+    "with_entities_count": 16,
+    "without_entities_count": 17,
+    "source_count": 33,
+    "audio_duration_seconds": 291.75
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0034.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "1 entity - One named entity identified in this audio",
+    "choice_b": "0 entities - No named entities identified in this audio",
+    "choice_c": "3 entities - 3 named entities identified in this audio",
+    "choice_d": "2 entities - 2 named entities identified in this audio",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 34,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "18:9",
+    "with_entities_count": 18,
+    "without_entities_count": 9,
+    "source_count": 27,
+    "audio_duration_seconds": 291.53
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0035.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "1 entity - One named entity identified in this audio",
+    "choice_b": "0 entities - No named entities identified in this audio",
+    "choice_c": "2 entities - 2 named entities identified in this audio",
+    "choice_d": "3 entities - 3 named entities identified in this audio",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 35,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "13:13",
+    "with_entities_count": 13,
+    "without_entities_count": 13,
+    "source_count": 26,
+    "audio_duration_seconds": 299.98
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0036.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "2 entities - 2 named entities identified in this audio",
+    "choice_b": "0 entities - No named entities identified in this audio",
+    "choice_c": "3 entities - 3 named entities identified in this audio",
+    "choice_d": "1 entity - One named entity identified in this audio",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 36,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "14:13",
+    "with_entities_count": 14,
+    "without_entities_count": 13,
+    "source_count": 27,
+    "audio_duration_seconds": 277.02
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0037.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "3 entities - 3 named entities identified in this audio",
+    "choice_b": "0 entities - No named entities identified in this audio",
+    "choice_c": "2 entities - 2 named entities identified in this audio",
+    "choice_d": "1 entity - One named entity identified in this audio",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 37,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "15:12",
+    "with_entities_count": 15,
+    "without_entities_count": 12,
+    "source_count": 27,
+    "audio_duration_seconds": 296.9
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0038.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "0 entities - No named entities identified in this audio",
+    "choice_b": "1 entity - One named entity identified in this audio",
+    "choice_c": "3 entities - 3 named entities identified in this audio",
+    "choice_d": "2 entities - 2 named entities identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 38,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "12:17",
+    "with_entities_count": 12,
+    "without_entities_count": 17,
+    "source_count": 29,
+    "audio_duration_seconds": 293.54
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0039.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "2 entities - 2 named entities identified in this audio",
+    "choice_b": "1 entity - One named entity identified in this audio",
+    "choice_c": "0 entities - No named entities identified in this audio",
+    "choice_d": "3 entities - 3 named entities identified in this audio",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 39,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "18:12",
+    "with_entities_count": 18,
+    "without_entities_count": 12,
+    "source_count": 30,
+    "audio_duration_seconds": 299.74
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0040.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "3 entities - 3 named entities identified in this audio",
+    "choice_b": "0 entities - No named entities identified in this audio",
+    "choice_c": "1 entity - One named entity identified in this audio",
+    "choice_d": "2 entities - 2 named entities identified in this audio",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 40,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "13:20",
+    "with_entities_count": 13,
+    "without_entities_count": 20,
+    "source_count": 33,
+    "audio_duration_seconds": 296.88
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0041.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "1 entity - One named entity identified in this audio",
+    "choice_b": "0 entities - No named entities identified in this audio",
+    "choice_c": "3 entities - 3 named entities identified in this audio",
+    "choice_d": "2 entities - 2 named entities identified in this audio",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 41,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "16:10",
+    "with_entities_count": 16,
+    "without_entities_count": 10,
+    "source_count": 26,
+    "audio_duration_seconds": 286.27
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0042.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "0 entities - No named entities identified in this audio",
+    "choice_b": "1 entity - One named entity identified in this audio",
+    "choice_c": "2 entities - 2 named entities identified in this audio",
+    "choice_d": "3 entities - 3 named entities identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 42,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "19:10",
+    "with_entities_count": 19,
+    "without_entities_count": 10,
+    "source_count": 29,
+    "audio_duration_seconds": 290.68
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0043.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "1 entity - One named entity identified in this audio",
+    "choice_b": "3 entities - 3 named entities identified in this audio",
+    "choice_c": "0 entities - No named entities identified in this audio",
+    "choice_d": "2 entities - 2 named entities identified in this audio",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 43,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "16:16",
+    "with_entities_count": 16,
+    "without_entities_count": 16,
+    "source_count": 32,
+    "audio_duration_seconds": 291.69
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0044.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "0 entities - No named entities identified in this audio",
+    "choice_b": "1 entity - One named entity identified in this audio",
+    "choice_c": "2 entities - 2 named entities identified in this audio",
+    "choice_d": "3 entities - 3 named entities identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 44,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "8:15",
+    "with_entities_count": 8,
+    "without_entities_count": 15,
+    "source_count": 23,
+    "audio_duration_seconds": 287.05
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0045.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "0 entities - No named entities identified in this audio",
+    "choice_b": "3 entities - 3 named entities identified in this audio",
+    "choice_c": "2 entities - 2 named entities identified in this audio",
+    "choice_d": "1 entity - One named entity identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 45,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "16:10",
+    "with_entities_count": 16,
+    "without_entities_count": 10,
+    "source_count": 26,
+    "audio_duration_seconds": 291.44
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0046.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "3 entities - 3 named entities identified in this audio",
+    "choice_b": "0 entities - No named entities identified in this audio",
+    "choice_c": "2 entities - 2 named entities identified in this audio",
+    "choice_d": "1 entity - One named entity identified in this audio",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 46,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "19:16",
+    "with_entities_count": 19,
+    "without_entities_count": 16,
+    "source_count": 35,
+    "audio_duration_seconds": 298.8
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0047.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "1 entity - One named entity identified in this audio",
+    "choice_b": "2 entities - 2 named entities identified in this audio",
+    "choice_c": "0 entities - No named entities identified in this audio",
+    "choice_d": "3 entities - 3 named entities identified in this audio",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 47,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "16:11",
+    "with_entities_count": 16,
+    "without_entities_count": 11,
+    "source_count": 27,
+    "audio_duration_seconds": 297.9
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0048.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "2 entities - 2 named entities identified in this audio",
+    "choice_b": "3 entities - 3 named entities identified in this audio",
+    "choice_c": "0 entities - No named entities identified in this audio",
+    "choice_d": "1 entity - One named entity identified in this audio",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 48,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "12:23",
+    "with_entities_count": 12,
+    "without_entities_count": 23,
+    "source_count": 35,
+    "audio_duration_seconds": 294.13
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0049.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "0 entities - No named entities identified in this audio",
+    "choice_b": "3 entities - 3 named entities identified in this audio",
+    "choice_c": "2 entities - 2 named entities identified in this audio",
+    "choice_d": "1 entity - One named entity identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 49,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "14:19",
+    "with_entities_count": 14,
+    "without_entities_count": 19,
+    "source_count": 33,
+    "audio_duration_seconds": 291.06
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0050.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "1 entity - One named entity identified in this audio",
+    "choice_b": "2 entities - 2 named entities identified in this audio",
+    "choice_c": "3 entities - 3 named entities identified in this audio",
+    "choice_d": "0 entities - No named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 50,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "14:19",
+    "with_entities_count": 14,
+    "without_entities_count": 19,
+    "source_count": 33,
+    "audio_duration_seconds": 298.26
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0051.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "1 entity - One named entity identified in this audio",
+    "choice_b": "3 entities - 3 named entities identified in this audio",
+    "choice_c": "0 entities - No named entities identified in this audio",
+    "choice_d": "2 entities - 2 named entities identified in this audio",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 51,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "11:15",
+    "with_entities_count": 11,
+    "without_entities_count": 15,
+    "source_count": 26,
+    "audio_duration_seconds": 299.73
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0052.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "0 entities - No named entities identified in this audio",
+    "choice_b": "3 entities - 3 named entities identified in this audio",
+    "choice_c": "2 entities - 2 named entities identified in this audio",
+    "choice_d": "1 entity - One named entity identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 52,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "19:12",
+    "with_entities_count": 19,
+    "without_entities_count": 12,
+    "source_count": 31,
+    "audio_duration_seconds": 295.0
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0053.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "1 entity - One named entity identified in this audio",
+    "choice_b": "0 entities - No named entities identified in this audio",
+    "choice_c": "2 entities - 2 named entities identified in this audio",
+    "choice_d": "3 entities - 3 named entities identified in this audio",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 53,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "7:25",
+    "with_entities_count": 7,
+    "without_entities_count": 25,
+    "source_count": 32,
+    "audio_duration_seconds": 293.17
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0054.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "0 entities - No named entities identified in this audio",
+    "choice_b": "3 entities - 3 named entities identified in this audio",
+    "choice_c": "1 entity - One named entity identified in this audio",
+    "choice_d": "2 entities - 2 named entities identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 54,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "13:16",
+    "with_entities_count": 13,
+    "without_entities_count": 16,
+    "source_count": 29,
+    "audio_duration_seconds": 290.21
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0055.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "0 entities - No named entities identified in this audio",
+    "choice_b": "1 entity - One named entity identified in this audio",
+    "choice_c": "3 entities - 3 named entities identified in this audio",
+    "choice_d": "2 entities - 2 named entities identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 55,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "16:12",
+    "with_entities_count": 16,
+    "without_entities_count": 12,
+    "source_count": 28,
+    "audio_duration_seconds": 297.51
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0056.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "0 entities - No named entities identified in this audio",
+    "choice_b": "3 entities - 3 named entities identified in this audio",
+    "choice_c": "1 entity - One named entity identified in this audio",
+    "choice_d": "2 entities - 2 named entities identified in this audio",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 56,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "13:11",
+    "with_entities_count": 13,
+    "without_entities_count": 11,
+    "source_count": 24,
+    "audio_duration_seconds": 299.05
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0057.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "3 entities - 3 named entities identified in this audio",
+    "choice_b": "1 entity - One named entity identified in this audio",
+    "choice_c": "2 entities - 2 named entities identified in this audio",
+    "choice_d": "0 entities - No named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 57,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "17:7",
+    "with_entities_count": 17,
+    "without_entities_count": 7,
+    "source_count": 24,
+    "audio_duration_seconds": 297.02
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0058.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "2 entities - 2 named entities identified in this audio",
+    "choice_b": "1 entity - One named entity identified in this audio",
+    "choice_c": "0 entities - No named entities identified in this audio",
+    "choice_d": "3 entities - 3 named entities identified in this audio",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
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+    "entity_count": 0,
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+    "without_entities_count": 16,
+    "source_count": 30,
+    "audio_duration_seconds": 294.03
+  },
+  {
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+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "3 entities - 3 named entities identified in this audio",
+    "choice_b": "0 entities - No named entities identified in this audio",
+    "choice_c": "1 entity - One named entity identified in this audio",
+    "choice_d": "2 entities - 2 named entities identified in this audio",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
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+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "17:16",
+    "with_entities_count": 17,
+    "without_entities_count": 16,
+    "source_count": 33,
+    "audio_duration_seconds": 299.67
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0060.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "2 entities - 2 named entities identified in this audio",
+    "choice_b": "3 entities - 3 named entities identified in this audio",
+    "choice_c": "1 entity - One named entity identified in this audio",
+    "choice_d": "0 entities - No named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
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+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "11:16",
+    "with_entities_count": 11,
+    "without_entities_count": 16,
+    "source_count": 27,
+    "audio_duration_seconds": 295.66
+  },
+  {
+    "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/dev/mixed_concatenated_audio/mixed_concatenated_audio_0061.wav",
+    "question": "How many named entities are present in this audio segment?",
+    "choice_a": "2 entities - 2 named entities identified in this audio",
+    "choice_b": "1 entity - One named entity identified in this audio",
+    "choice_c": "3 entities - 3 named entities identified in this audio",
+    "choice_d": "0 entities - No named entities identified in this audio",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "uniq_id": 61,
+    "entity_count": 0,
+    "entity_types": [],
+    "source_mix_ratio": "0:1",
+    "with_entities_count": 0,
+    "without_entities_count": 1,
+    "source_count": 1,
+    "audio_duration_seconds": 7.72
+  }
+]

SLUE/fine-tune/concatenated_audio_with/.ipynb_checkpoints/ner_conversion_report-checkpoint.json

@@ -0,0 +1,101 @@
+{
+  "conversion_summary": {
+    "timestamp": "2025-07-07T07:45:19Z",
+    "total_records": 115,
+    "entity_statistics": {
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+      "max_count": 61,
+      "average_count": 45.8,
+      "total_unique_types": 7
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+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
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+    "answer_distribution": {
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+      "B": 33,
+      "C": 36,
+      "D": 24
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+    "sample_records": [
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+        "answer_gt": "C",
+        "task_name": "NER(Named Entity Recognition)",
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+        "entity_types": [
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+          "ORG",
+          "PERSON",
+          "PLACE",
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+        "audio_duration_info": "approximately 5 minutes",
+        "uniq_id": 0
+      },
+      {
+        "path": "concatenated_audio_0001.wav",
+        "question": "How many named entities appear in this audio segment?",
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+        "choice_b": "33 entities",
+        "choice_c": "37 entities",
+        "choice_d": "36 entities",
+        "answer_gt": "A",
+        "task_name": "NER(Named Entity Recognition)",
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+          "NORP",
+          "ORG",
+          "PERSON",
+          "PLACE",
+          "QUANT",
+          "WHEN"
+        ],
+        "source_count": 21,
+        "audio_duration_info": "approximately 5 minutes",
+        "uniq_id": 1
+      },
+      {
+        "path": "concatenated_audio_0002.wav",
+        "question": "How many named entities appear in this audio segment?",
+        "choice_a": "44 entities",
+        "choice_b": "46 entities",
+        "choice_c": "45 entities",
+        "choice_d": "42 entities",
+        "answer_gt": "C",
+        "task_name": "NER(Named Entity Recognition)",
+        "dataset_name": "SLUE-VoxPopuli",
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+        "entity_types": [
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+          "ORG",
+          "PERSON",
+          "PLACE",
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+          "WHEN"
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+        "source_count": 20,
+        "audio_duration_info": "approximately 5 minutes",
+        "uniq_id": 2
+      }
+    ]
+  }
+}

SLUE/fine-tune/concatenated_audio_with/.ipynb_checkpoints/ner_questions-checkpoint.json

@@ -0,0 +1,2719 @@
+[
+  {
+    "path": "concatenated_audio_0000.wav",
+    "question": "How many named entities appear in this audio segment?",
+    "choice_a": "55 entities",
+    "choice_b": "51 entities",
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+    "choice_d": "54 entities",
+    "answer_gt": "C",
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+    "entity_types": [
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+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
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+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 0
+  },
+  {
+    "path": "concatenated_audio_0001.wav",
+    "question": "How many named entities appear in this audio segment?",
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+    "choice_b": "33 entities",
+    "choice_c": "37 entities",
+    "choice_d": "36 entities",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
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+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 21,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 1
+  },
+  {
+    "path": "concatenated_audio_0002.wav",
+    "question": "How many named entities appear in this audio segment?",
+    "choice_a": "44 entities",
+    "choice_b": "46 entities",
+    "choice_c": "45 entities",
+    "choice_d": "42 entities",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "entity_count": 45,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 20,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 2
+  },
+  {
+    "path": "concatenated_audio_0003.wav",
+    "question": "How many named entities appear in this audio segment?",
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+    "choice_b": "43 entities",
+    "choice_c": "40 entities",
+    "choice_d": "44 entities",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
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+    "entity_types": [
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+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
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+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 3
+  },
+  {
+    "path": "concatenated_audio_0004.wav",
+    "question": "How many named entities appear in this audio segment?",
+    "choice_a": "49 entities",
+    "choice_b": "48 entities",
+    "choice_c": "50 entities",
+    "choice_d": "52 entities",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
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+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 23,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 4
+  },
+  {
+    "path": "concatenated_audio_0005.wav",
+    "question": "How many named entities appear in this audio segment?",
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+    "choice_b": "36 entities",
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+    "choice_d": "32 entities",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
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+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 21,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 5
+  },
+  {
+    "path": "concatenated_audio_0006.wav",
+    "question": "How many named entities appear in this audio segment?",
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+    "answer_gt": "B",
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+    "entity_types": [
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+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
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+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 6
+  },
+  {
+    "path": "concatenated_audio_0007.wav",
+    "question": "How many named entities appear in this audio segment?",
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+    "choice_b": "48 entities",
+    "choice_c": "50 entities",
+    "choice_d": "49 entities",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "entity_count": 49,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 27,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 7
+  },
+  {
+    "path": "concatenated_audio_0008.wav",
+    "question": "How many named entities appear in this audio segment?",
+    "choice_a": "54 entities",
+    "choice_b": "52 entities",
+    "choice_c": "51 entities",
+    "choice_d": "50 entities",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
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+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 28,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 8
+  },
+  {
+    "path": "concatenated_audio_0009.wav",
+    "question": "How many named entities appear in this audio segment?",
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+    "choice_b": "43 entities",
+    "choice_c": "45 entities",
+    "choice_d": "40 entities",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
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+    "entity_types": [
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 21,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 9
+  },
+  {
+    "path": "concatenated_audio_0010.wav",
+    "question": "How many named entities appear in this audio segment?",
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+    "choice_b": "50 entities",
+    "choice_c": "53 entities",
+    "choice_d": "51 entities",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
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+    "entity_types": [
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+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 24,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 10
+  },
+  {
+    "path": "concatenated_audio_0011.wav",
+    "question": "How many named entities appear in this audio segment?",
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+    "choice_b": "42 entities",
+    "choice_c": "44 entities",
+    "choice_d": "46 entities",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "entity_count": 44,
+    "entity_types": [
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+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 20,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 11
+  },
+  {
+    "path": "concatenated_audio_0012.wav",
+    "question": "How many named entities appear in this audio segment?",
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+    "choice_b": "44 entities",
+    "choice_c": "49 entities",
+    "choice_d": "48 entities",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
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+    "entity_types": [
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+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 23,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 12
+  },
+  {
+    "path": "concatenated_audio_0013.wav",
+    "question": "How many named entities appear in this audio segment?",
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+    "choice_b": "46 entities",
+    "choice_c": "44 entities",
+    "choice_d": "41 entities",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
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+    "entity_types": [
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+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 25,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 13
+  },
+  {
+    "path": "concatenated_audio_0014.wav",
+    "question": "How many named entities appear in this audio segment?",
+    "choice_a": "43 entities",
+    "choice_b": "40 entities",
+    "choice_c": "41 entities",
+    "choice_d": "46 entities",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "entity_count": 43,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 23,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 14
+  },
+  {
+    "path": "concatenated_audio_0015.wav",
+    "question": "How many named entities appear in this audio segment?",
+    "choice_a": "52 entities",
+    "choice_b": "53 entities",
+    "choice_c": "50 entities",
+    "choice_d": "51 entities",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "entity_count": 50,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 23,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 15
+  },
+  {
+    "path": "concatenated_audio_0016.wav",
+    "question": "How many named entities appear in this audio segment?",
+    "choice_a": "45 entities",
+    "choice_b": "42 entities",
+    "choice_c": "41 entities",
+    "choice_d": "44 entities",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
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+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 23,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 16
+  },
+  {
+    "path": "concatenated_audio_0017.wav",
+    "question": "How many named entities appear in this audio segment?",
+    "choice_a": "51 entities",
+    "choice_b": "49 entities",
+    "choice_c": "52 entities",
+    "choice_d": "47 entities",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "entity_count": 49,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 24,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 17
+  },
+  {
+    "path": "concatenated_audio_0018.wav",
+    "question": "How many named entities appear in this audio segment?",
+    "choice_a": "55 entities",
+    "choice_b": "54 entities",
+    "choice_c": "51 entities",
+    "choice_d": "57 entities",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "entity_count": 54,
+    "entity_types": [
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+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 27,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 18
+  },
+  {
+    "path": "concatenated_audio_0019.wav",
+    "question": "How many named entities appear in this audio segment?",
+    "choice_a": "39 entities",
+    "choice_b": "43 entities",
+    "choice_c": "41 entities",
+    "choice_d": "40 entities",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "entity_count": 41,
+    "entity_types": [
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+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 23,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 19
+  },
+  {
+    "path": "concatenated_audio_0020.wav",
+    "question": "How many named entities appear in this audio segment?",
+    "choice_a": "56 entities",
+    "choice_b": "54 entities",
+    "choice_c": "51 entities",
+    "choice_d": "53 entities",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
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+    "entity_types": [
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+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
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+    "answer_gt": "B",
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+    "question": "How many named entities appear in this audio segment?",
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+    "question": "How many named entities appear in this audio segment?",
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+    "question": "How many named entities appear in this audio segment?",
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+    "question": "How many named entities appear in this audio segment?",
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+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 24,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 113
+  },
+  {
+    "path": "concatenated_audio_0114.wav",
+    "question": "How many named entities appear in this audio segment?",
+    "choice_a": "25 entities",
+    "choice_b": "26 entities",
+    "choice_c": "28 entities",
+    "choice_d": "24 entities",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "entity_count": 26,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 13,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 114
+  }
+]

SLUE/fine-tune/concatenated_audio_with/concatenation_report.json

@@ -0,0 +1,10 @@
+{
+  "concatenation_summary": {
+    "timestamp": "2025-07-03T10:36:33.398586",
+    "total_input_files": 2768,
+    "successful_concatenations": 115,
+    "failed_files_count": 0,
+    "target_duration_minutes": 5,
+    "failed_files": []
+  }
+}

SLUE/fine-tune/concatenated_audio_with/ner_conversion_report.json

@@ -0,0 +1,101 @@
+{
+  "conversion_summary": {
+    "timestamp": "2025-07-07T07:45:19Z",
+    "total_records": 115,
+    "entity_statistics": {
+      "min_count": 26,
+      "max_count": 61,
+      "average_count": 45.8,
+      "total_unique_types": 7
+    },
+    "entity_types_found": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "answer_distribution": {
+      "A": 22,
+      "B": 33,
+      "C": 36,
+      "D": 24
+    },
+    "sample_records": [
+      {
+        "path": "concatenated_audio_0000.wav",
+        "question": "How many named entities appear in this audio segment?",
+        "choice_a": "55 entities",
+        "choice_b": "51 entities",
+        "choice_c": "53 entities",
+        "choice_d": "54 entities",
+        "answer_gt": "C",
+        "task_name": "NER(Named Entity Recognition)",
+        "dataset_name": "SLUE-VoxPopuli",
+        "entity_count": 53,
+        "entity_types": [
+          "LAW",
+          "NORP",
+          "ORG",
+          "PERSON",
+          "PLACE",
+          "QUANT",
+          "WHEN"
+        ],
+        "source_count": 24,
+        "audio_duration_info": "approximately 5 minutes",
+        "uniq_id": 0
+      },
+      {
+        "path": "concatenated_audio_0001.wav",
+        "question": "How many named entities appear in this audio segment?",
+        "choice_a": "35 entities",
+        "choice_b": "33 entities",
+        "choice_c": "37 entities",
+        "choice_d": "36 entities",
+        "answer_gt": "A",
+        "task_name": "NER(Named Entity Recognition)",
+        "dataset_name": "SLUE-VoxPopuli",
+        "entity_count": 35,
+        "entity_types": [
+          "LAW",
+          "NORP",
+          "ORG",
+          "PERSON",
+          "PLACE",
+          "QUANT",
+          "WHEN"
+        ],
+        "source_count": 21,
+        "audio_duration_info": "approximately 5 minutes",
+        "uniq_id": 1
+      },
+      {
+        "path": "concatenated_audio_0002.wav",
+        "question": "How many named entities appear in this audio segment?",
+        "choice_a": "44 entities",
+        "choice_b": "46 entities",
+        "choice_c": "45 entities",
+        "choice_d": "42 entities",
+        "answer_gt": "C",
+        "task_name": "NER(Named Entity Recognition)",
+        "dataset_name": "SLUE-VoxPopuli",
+        "entity_count": 45,
+        "entity_types": [
+          "LAW",
+          "NORP",
+          "ORG",
+          "PERSON",
+          "PLACE",
+          "QUANT",
+          "WHEN"
+        ],
+        "source_count": 20,
+        "audio_duration_info": "approximately 5 minutes",
+        "uniq_id": 2
+      }
+    ]
+  }
+}

SLUE/fine-tune/concatenated_audio_with/ner_json_generation_report.json

@@ -0,0 +1,77 @@
+{
+  "generation_summary": {
+    "total_records": 115,
+    "successful_records": 115,
+    "failed_records": 0,
+    "output_file": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/fine-tune/concatenated_audio_with/ner_questions.json"
+  },
+  "entity_count_distribution": {
+    "0": 115
+  },
+  "entity_type_distribution": {},
+  "answer_distribution": {
+    "C": 29,
+    "A": 32,
+    "B": 30,
+    "D": 24
+  },
+  "sample_records": [
+    {
+      "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/fine-tune/concatenated_audio_with/concatenated_audio_0000.wav",
+      "question": "How many named entities are present in this audio segment?",
+      "choice_a": "2 entities - 2 named entities identified in this audio",
+      "choice_b": "1 entity - One named entity identified in this audio",
+      "choice_c": "0 entities - No named entities identified in this audio",
+      "choice_d": "3 entities - 3 named entities identified in this audio",
+      "answer_gt": "C",
+      "task_name": "NER(Named Entity Recognition)",
+      "dataset_name": "SLUE-VoxPopuli",
+      "uniq_id": 0,
+      "entity_count": 0,
+      "entity_types": [],
+      "source_mix_ratio": "unknown",
+      "with_entities_count": 0,
+      "without_entities_count": 0,
+      "source_count": 24,
+      "audio_duration_seconds": 295.51
+    },
+    {
+      "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/fine-tune/concatenated_audio_with/concatenated_audio_0001.wav",
+      "question": "How many named entities are present in this audio segment?",
+      "choice_a": "0 entities - No named entities identified in this audio",
+      "choice_b": "3 entities - 3 named entities identified in this audio",
+      "choice_c": "1 entity - One named entity identified in this audio",
+      "choice_d": "2 entities - 2 named entities identified in this audio",
+      "answer_gt": "A",
+      "task_name": "NER(Named Entity Recognition)",
+      "dataset_name": "SLUE-VoxPopuli",
+      "uniq_id": 1,
+      "entity_count": 0,
+      "entity_types": [],
+      "source_mix_ratio": "unknown",
+      "with_entities_count": 0,
+      "without_entities_count": 0,
+      "source_count": 21,
+      "audio_duration_seconds": 292.19
+    },
+    {
+      "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/fine-tune/concatenated_audio_with/concatenated_audio_0002.wav",
+      "question": "How many named entities are present in this audio segment?",
+      "choice_a": "3 entities - 3 named entities identified in this audio",
+      "choice_b": "0 entities - No named entities identified in this audio",
+      "choice_c": "1 entity - One named entity identified in this audio",
+      "choice_d": "2 entities - 2 named entities identified in this audio",
+      "answer_gt": "B",
+      "task_name": "NER(Named Entity Recognition)",
+      "dataset_name": "SLUE-VoxPopuli",
+      "uniq_id": 2,
+      "entity_count": 0,
+      "entity_types": [],
+      "source_mix_ratio": "unknown",
+      "with_entities_count": 0,
+      "without_entities_count": 0,
+      "source_count": 20,
+      "audio_duration_seconds": 299.18
+    }
+  ]
+}

SLUE/fine-tune/concatenated_audio_with/ner_questions.json

@@ -0,0 +1,2719 @@
+[
+  {
+    "path": "concatenated_audio_0000.wav",
+    "question": "How many named entities appear in this audio segment?",
+    "choice_a": "55 entities",
+    "choice_b": "51 entities",
+    "choice_c": "53 entities",
+    "choice_d": "54 entities",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "entity_count": 53,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 24,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 0
+  },
+  {
+    "path": "concatenated_audio_0001.wav",
+    "question": "How many named entities appear in this audio segment?",
+    "choice_a": "35 entities",
+    "choice_b": "33 entities",
+    "choice_c": "37 entities",
+    "choice_d": "36 entities",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "entity_count": 35,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 21,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 1
+  },
+  {
+    "path": "concatenated_audio_0002.wav",
+    "question": "How many named entities appear in this audio segment?",
+    "choice_a": "44 entities",
+    "choice_b": "46 entities",
+    "choice_c": "45 entities",
+    "choice_d": "42 entities",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "entity_count": 45,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 20,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 2
+  },
+  {
+    "path": "concatenated_audio_0003.wav",
+    "question": "How many named entities appear in this audio segment?",
+    "choice_a": "45 entities",
+    "choice_b": "43 entities",
+    "choice_c": "40 entities",
+    "choice_d": "44 entities",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "entity_count": 43,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 27,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 3
+  },
+  {
+    "path": "concatenated_audio_0004.wav",
+    "question": "How many named entities appear in this audio segment?",
+    "choice_a": "49 entities",
+    "choice_b": "48 entities",
+    "choice_c": "50 entities",
+    "choice_d": "52 entities",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "entity_count": 49,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 23,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 4
+  },
+  {
+    "path": "concatenated_audio_0005.wav",
+    "question": "How many named entities appear in this audio segment?",
+    "choice_a": "35 entities",
+    "choice_b": "36 entities",
+    "choice_c": "34 entities",
+    "choice_d": "32 entities",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "entity_count": 34,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 21,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 5
+  },
+  {
+    "path": "concatenated_audio_0006.wav",
+    "question": "How many named entities appear in this audio segment?",
+    "choice_a": "45 entities",
+    "choice_b": "48 entities",
+    "choice_c": "51 entities",
+    "choice_d": "46 entities",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "entity_count": 48,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 22,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 6
+  },
+  {
+    "path": "concatenated_audio_0007.wav",
+    "question": "How many named entities appear in this audio segment?",
+    "choice_a": "46 entities",
+    "choice_b": "48 entities",
+    "choice_c": "50 entities",
+    "choice_d": "49 entities",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "entity_count": 49,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 27,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 7
+  },
+  {
+    "path": "concatenated_audio_0008.wav",
+    "question": "How many named entities appear in this audio segment?",
+    "choice_a": "54 entities",
+    "choice_b": "52 entities",
+    "choice_c": "51 entities",
+    "choice_d": "50 entities",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "entity_count": 51,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 28,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 8
+  },
+  {
+    "path": "concatenated_audio_0009.wav",
+    "question": "How many named entities appear in this audio segment?",
+    "choice_a": "41 entities",
+    "choice_b": "43 entities",
+    "choice_c": "45 entities",
+    "choice_d": "40 entities",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "entity_count": 43,
+    "entity_types": [
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 21,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 9
+  },
+  {
+    "path": "concatenated_audio_0010.wav",
+    "question": "How many named entities appear in this audio segment?",
+    "choice_a": "52 entities",
+    "choice_b": "50 entities",
+    "choice_c": "53 entities",
+    "choice_d": "51 entities",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "entity_count": 51,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 24,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 10
+  },
+  {
+    "path": "concatenated_audio_0011.wav",
+    "question": "How many named entities appear in this audio segment?",
+    "choice_a": "45 entities",
+    "choice_b": "42 entities",
+    "choice_c": "44 entities",
+    "choice_d": "46 entities",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "entity_count": 44,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 20,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 11
+  },
+  {
+    "path": "concatenated_audio_0012.wav",
+    "question": "How many named entities appear in this audio segment?",
+    "choice_a": "47 entities",
+    "choice_b": "44 entities",
+    "choice_c": "49 entities",
+    "choice_d": "48 entities",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "entity_count": 47,
+    "entity_types": [
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 23,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 12
+  },
+  {
+    "path": "concatenated_audio_0013.wav",
+    "question": "How many named entities appear in this audio segment?",
+    "choice_a": "42 entities",
+    "choice_b": "46 entities",
+    "choice_c": "44 entities",
+    "choice_d": "41 entities",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "entity_count": 44,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 25,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 13
+  },
+  {
+    "path": "concatenated_audio_0014.wav",
+    "question": "How many named entities appear in this audio segment?",
+    "choice_a": "43 entities",
+    "choice_b": "40 entities",
+    "choice_c": "41 entities",
+    "choice_d": "46 entities",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "entity_count": 43,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 23,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 14
+  },
+  {
+    "path": "concatenated_audio_0015.wav",
+    "question": "How many named entities appear in this audio segment?",
+    "choice_a": "52 entities",
+    "choice_b": "53 entities",
+    "choice_c": "50 entities",
+    "choice_d": "51 entities",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "entity_count": 50,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 23,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 15
+  },
+  {
+    "path": "concatenated_audio_0016.wav",
+    "question": "How many named entities appear in this audio segment?",
+    "choice_a": "45 entities",
+    "choice_b": "42 entities",
+    "choice_c": "41 entities",
+    "choice_d": "44 entities",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "entity_count": 42,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 23,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 16
+  },
+  {
+    "path": "concatenated_audio_0017.wav",
+    "question": "How many named entities appear in this audio segment?",
+    "choice_a": "51 entities",
+    "choice_b": "49 entities",
+    "choice_c": "52 entities",
+    "choice_d": "47 entities",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "entity_count": 49,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 24,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 17
+  },
+  {
+    "path": "concatenated_audio_0018.wav",
+    "question": "How many named entities appear in this audio segment?",
+    "choice_a": "55 entities",
+    "choice_b": "54 entities",
+    "choice_c": "51 entities",
+    "choice_d": "57 entities",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "entity_count": 54,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 27,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 18
+  },
+  {
+    "path": "concatenated_audio_0019.wav",
+    "question": "How many named entities appear in this audio segment?",
+    "choice_a": "39 entities",
+    "choice_b": "43 entities",
+    "choice_c": "41 entities",
+    "choice_d": "40 entities",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "entity_count": 41,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 23,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 19
+  },
+  {
+    "path": "concatenated_audio_0020.wav",
+    "question": "How many named entities appear in this audio segment?",
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+    "answer_gt": "D",
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+    "question": "How many named entities appear in this audio segment?",
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+    "question": "How many named entities appear in this audio segment?",
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+    "question": "How many named entities appear in this audio segment?",
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+    "answer_gt": "C",
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+    "answer_gt": "B",
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+    "question": "How many named entities appear in this audio segment?",
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+    "question": "How many named entities appear in this audio segment?",
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+    "question": "How many named entities appear in this audio segment?",
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+      "WHEN"
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+    "question": "How many named entities appear in this audio segment?",
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+    "answer_gt": "D",
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+  {
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+    "question": "How many named entities appear in this audio segment?",
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+    "answer_gt": "C",
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+    "question": "How many named entities appear in this audio segment?",
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+    "answer_gt": "C",
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+      "WHEN"
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+    "question": "How many named entities appear in this audio segment?",
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+  {
+    "path": "concatenated_audio_0050.wav",
+    "question": "How many named entities appear in this audio segment?",
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+    "choice_d": "49 entities",
+    "answer_gt": "D",
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+      "ORG",
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+      "QUANT"
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+    "uniq_id": 50
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+  {
+    "path": "concatenated_audio_0051.wav",
+    "question": "How many named entities appear in this audio segment?",
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+    "question": "How many named entities appear in this audio segment?",
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+    "question": "How many named entities appear in this audio segment?",
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+    "question": "How many named entities appear in this audio segment?",
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+    "answer_gt": "B",
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+    "answer_gt": "C",
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+    "answer_gt": "B",
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+    "question": "How many named entities appear in this audio segment?",
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+    "answer_gt": "B",
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+    "answer_gt": "B",
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+    "question": "How many named entities appear in this audio segment?",
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+    "answer_gt": "D",
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+    "question": "How many named entities appear in this audio segment?",
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+    "answer_gt": "B",
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+      "WHEN"
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+    "question": "How many named entities appear in this audio segment?",
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+    "answer_gt": "A",
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+    "question": "How many named entities appear in this audio segment?",
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+    "question": "How many named entities appear in this audio segment?",
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+    "answer_gt": "D",
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+    "question": "How many named entities appear in this audio segment?",
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+      "WHEN"
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+    "question": "How many named entities appear in this audio segment?",
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+  {
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+    "question": "How many named entities appear in this audio segment?",
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+    "answer_gt": "B",
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+      "WHEN"
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+  {
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+    "question": "How many named entities appear in this audio segment?",
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+    "answer_gt": "A",
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+  {
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+    "question": "How many named entities appear in this audio segment?",
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+  {
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+    "question": "How many named entities appear in this audio segment?",
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+    "question": "How many named entities appear in this audio segment?",
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+  {
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+    "question": "How many named entities appear in this audio segment?",
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+    "question": "How many named entities appear in this audio segment?",
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+    "question": "How many named entities appear in this audio segment?",
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+      "WHEN"
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+  {
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+    "question": "How many named entities appear in this audio segment?",
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+    "choice_c": "38 entities",
+    "choice_d": "41 entities",
+    "answer_gt": "C",
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+      "WHEN"
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+    "question": "How many named entities appear in this audio segment?",
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+    "answer_gt": "B",
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+  {
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+    "question": "How many named entities appear in this audio segment?",
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+    "choice_c": "40 entities",
+    "choice_d": "41 entities",
+    "answer_gt": "D",
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+      "WHEN"
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+  {
+    "path": "concatenated_audio_0112.wav",
+    "question": "How many named entities appear in this audio segment?",
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+    "choice_c": "47 entities",
+    "choice_d": "45 entities",
+    "answer_gt": "C",
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+      "WHEN"
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+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 112
+  },
+  {
+    "path": "concatenated_audio_0113.wav",
+    "question": "How many named entities appear in this audio segment?",
+    "choice_a": "41 entities",
+    "choice_b": "43 entities",
+    "choice_c": "42 entities",
+    "choice_d": "44 entities",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "entity_count": 41,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 24,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 113
+  },
+  {
+    "path": "concatenated_audio_0114.wav",
+    "question": "How many named entities appear in this audio segment?",
+    "choice_a": "25 entities",
+    "choice_b": "26 entities",
+    "choice_c": "28 entities",
+    "choice_d": "24 entities",
+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "entity_count": 26,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 13,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 114
+  }
+]

SLUE/fine-tune/mixed_concatenated_audio/.ipynb_checkpoints/mixed_ner_conversion_report-checkpoint.json

@@ -0,0 +1,217 @@
+{
+  "conversion_summary": {
+    "timestamp": "2025-07-07T08:03:19Z",
+    "conversion_type": "mixed_concatenated_audio",
+    "total_records": 178,
+    "entity_statistics": {
+      "min_count": 13,
+      "max_count": 49,
+      "average_count": 29.6,
+      "total_unique_types": 7
+    },
+    "entity_types_found": [
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+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
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+      "B": 43,
+      "C": 43,
+      "D": 42
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+      "22:14": 1,
+      "14:13": 1,
+      "23:8": 1,
+      "9:11": 1
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+    "audio_statistics": {
+      "total_duration_hours": 14.47,
+      "average_duration_seconds": 292.62,
+      "min_duration_seconds": 194.9,
+      "max_duration_seconds": 299.98
+    },
+    "sample_records": [
+      {
+        "path": "mixed_concatenated_audio/mixed_concatenated_audio_0000.wav",
+        "question": "How many named entities are present in this audio segment?",
+        "choice_a": "48 entities - 48 named entities identified in this audio",
+        "choice_b": "46 entities - 46 named entities identified in this audio",
+        "choice_c": "49 entities - 49 named entities identified in this audio",
+        "choice_d": "52 entities - 52 named entities identified in this audio",
+        "answer_gt": "C",
+        "task_name": "NER(Named Entity Recognition)",
+        "dataset_name": "SLUE-VoxPopuli",
+        "uniq_id": 0,
+        "entity_count": 49,
+        "entity_types": [
+          "NORP",
+          "ORG",
+          "PERSON",
+          "PLACE",
+          "QUANT",
+          "WHEN"
+        ],
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+        "with_entities_count": 21,
+        "without_entities_count": 6,
+        "source_count": 27,
+        "audio_duration_seconds": 293.46
+      },
+      {
+        "path": "mixed_concatenated_audio/mixed_concatenated_audio_0001.wav",
+        "question": "How many named entities are present in this audio segment?",
+        "choice_a": "30 entities - 30 named entities identified in this audio",
+        "choice_b": "31 entities - 31 named entities identified in this audio",
+        "choice_c": "25 entities - 25 named entities identified in this audio",
+        "choice_d": "28 entities - 28 named entities identified in this audio",
+        "answer_gt": "D",
+        "task_name": "NER(Named Entity Recognition)",
+        "dataset_name": "SLUE-VoxPopuli",
+        "uniq_id": 1,
+        "entity_count": 28,
+        "entity_types": [
+          "LAW",
+          "NORP",
+          "ORG",
+          "PERSON",
+          "PLACE",
+          "QUANT",
+          "WHEN"
+        ],
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+        "with_entities_count": 11,
+        "without_entities_count": 14,
+        "source_count": 25,
+        "audio_duration_seconds": 296.86
+      },
+      {
+        "path": "mixed_concatenated_audio/mixed_concatenated_audio_0002.wav",
+        "question": "How many named entities are present in this audio segment?",
+        "choice_a": "34 entities - 34 named entities identified in this audio",
+        "choice_b": "39 entities - 39 named entities identified in this audio",
+        "choice_c": "35 entities - 35 named entities identified in this audio",
+        "choice_d": "37 entities - 37 named entities identified in this audio",
+        "answer_gt": "D",
+        "task_name": "NER(Named Entity Recognition)",
+        "dataset_name": "SLUE-VoxPopuli",
+        "uniq_id": 2,
+        "entity_count": 37,
+        "entity_types": [
+          "LAW",
+          "ORG",
+          "PERSON",
+          "PLACE",
+          "QUANT",
+          "WHEN"
+        ],
+        "source_mix_ratio": "16:8",
+        "with_entities_count": 16,
+        "without_entities_count": 8,
+        "source_count": 24,
+        "audio_duration_seconds": 297.07
+      }
+    ]
+  }
+}

SLUE/fine-tune/mixed_concatenated_audio/mixed_concatenation_report.json

@@ -0,0 +1,11 @@
+{
+  "mixed_concatenation_summary": {
+    "timestamp": "2025-07-03T11:59:55.779988",
+    "total_input_files": 5000,
+    "successful_concatenations": 178,
+    "failed_files_count": 0,
+    "target_duration_minutes": 5,
+    "mix_strategy": "random",
+    "failed_files": []
+  }
+}

SLUE/fine-tune/mixed_concatenated_audio/mixed_ner_conversion_report.json

@@ -0,0 +1,217 @@
+{
+  "conversion_summary": {
+    "timestamp": "2025-07-07T08:03:19Z",
+    "conversion_type": "mixed_concatenated_audio",
+    "total_records": 178,
+    "entity_statistics": {
+      "min_count": 13,
+      "max_count": 49,
+      "average_count": 29.6,
+      "total_unique_types": 7
+    },
+    "entity_types_found": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "answer_distribution": {
+      "A": 50,
+      "B": 43,
+      "C": 43,
+      "D": 42
+    },
+    "mix_ratio_distribution": {
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+      "12:19": 1,
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+      "22:14": 1,
+      "14:13": 1,
+      "23:8": 1,
+      "9:11": 1
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+    "audio_statistics": {
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+      "average_duration_seconds": 292.62,
+      "min_duration_seconds": 194.9,
+      "max_duration_seconds": 299.98
+    },
+    "sample_records": [
+      {
+        "path": "mixed_concatenated_audio/mixed_concatenated_audio_0000.wav",
+        "question": "How many named entities are present in this audio segment?",
+        "choice_a": "48 entities - 48 named entities identified in this audio",
+        "choice_b": "46 entities - 46 named entities identified in this audio",
+        "choice_c": "49 entities - 49 named entities identified in this audio",
+        "choice_d": "52 entities - 52 named entities identified in this audio",
+        "answer_gt": "C",
+        "task_name": "NER(Named Entity Recognition)",
+        "dataset_name": "SLUE-VoxPopuli",
+        "uniq_id": 0,
+        "entity_count": 49,
+        "entity_types": [
+          "NORP",
+          "ORG",
+          "PERSON",
+          "PLACE",
+          "QUANT",
+          "WHEN"
+        ],
+        "source_mix_ratio": "21:6",
+        "with_entities_count": 21,
+        "without_entities_count": 6,
+        "source_count": 27,
+        "audio_duration_seconds": 293.46
+      },
+      {
+        "path": "mixed_concatenated_audio/mixed_concatenated_audio_0001.wav",
+        "question": "How many named entities are present in this audio segment?",
+        "choice_a": "30 entities - 30 named entities identified in this audio",
+        "choice_b": "31 entities - 31 named entities identified in this audio",
+        "choice_c": "25 entities - 25 named entities identified in this audio",
+        "choice_d": "28 entities - 28 named entities identified in this audio",
+        "answer_gt": "D",
+        "task_name": "NER(Named Entity Recognition)",
+        "dataset_name": "SLUE-VoxPopuli",
+        "uniq_id": 1,
+        "entity_count": 28,
+        "entity_types": [
+          "LAW",
+          "NORP",
+          "ORG",
+          "PERSON",
+          "PLACE",
+          "QUANT",
+          "WHEN"
+        ],
+        "source_mix_ratio": "11:14",
+        "with_entities_count": 11,
+        "without_entities_count": 14,
+        "source_count": 25,
+        "audio_duration_seconds": 296.86
+      },
+      {
+        "path": "mixed_concatenated_audio/mixed_concatenated_audio_0002.wav",
+        "question": "How many named entities are present in this audio segment?",
+        "choice_a": "34 entities - 34 named entities identified in this audio",
+        "choice_b": "39 entities - 39 named entities identified in this audio",
+        "choice_c": "35 entities - 35 named entities identified in this audio",
+        "choice_d": "37 entities - 37 named entities identified in this audio",
+        "answer_gt": "D",
+        "task_name": "NER(Named Entity Recognition)",
+        "dataset_name": "SLUE-VoxPopuli",
+        "uniq_id": 2,
+        "entity_count": 37,
+        "entity_types": [
+          "LAW",
+          "ORG",
+          "PERSON",
+          "PLACE",
+          "QUANT",
+          "WHEN"
+        ],
+        "source_mix_ratio": "16:8",
+        "with_entities_count": 16,
+        "without_entities_count": 8,
+        "source_count": 24,
+        "audio_duration_seconds": 297.07
+      }
+    ]
+  }
+}

SLUE/fine-tune/mixed_concatenated_audio/ner_json_generation_report.json

@@ -0,0 +1,77 @@
+{
+  "generation_summary": {
+    "total_records": 178,
+    "successful_records": 178,
+    "failed_records": 0,
+    "output_file": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/fine-tune/mixed_concatenated_audio/ner_questions.json"
+  },
+  "entity_count_distribution": {
+    "0": 178
+  },
+  "entity_type_distribution": {},
+  "answer_distribution": {
+    "C": 43,
+    "B": 45,
+    "A": 49,
+    "D": 41
+  },
+  "sample_records": [
+    {
+      "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/fine-tune/mixed_concatenated_audio/mixed_concatenated_audio_0000.wav",
+      "question": "How many named entities are present in this audio segment?",
+      "choice_a": "3 entities - 3 named entities identified in this audio",
+      "choice_b": "1 entity - One named entity identified in this audio",
+      "choice_c": "0 entities - No named entities identified in this audio",
+      "choice_d": "2 entities - 2 named entities identified in this audio",
+      "answer_gt": "C",
+      "task_name": "NER(Named Entity Recognition)",
+      "dataset_name": "SLUE-VoxPopuli",
+      "uniq_id": 0,
+      "entity_count": 0,
+      "entity_types": [],
+      "source_mix_ratio": "21:6",
+      "with_entities_count": 21,
+      "without_entities_count": 6,
+      "source_count": 27,
+      "audio_duration_seconds": 293.46
+    },
+    {
+      "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/fine-tune/mixed_concatenated_audio/mixed_concatenated_audio_0001.wav",
+      "question": "How many named entities are present in this audio segment?",
+      "choice_a": "3 entities - 3 named entities identified in this audio",
+      "choice_b": "1 entity - One named entity identified in this audio",
+      "choice_c": "0 entities - No named entities identified in this audio",
+      "choice_d": "2 entities - 2 named entities identified in this audio",
+      "answer_gt": "C",
+      "task_name": "NER(Named Entity Recognition)",
+      "dataset_name": "SLUE-VoxPopuli",
+      "uniq_id": 1,
+      "entity_count": 0,
+      "entity_types": [],
+      "source_mix_ratio": "11:14",
+      "with_entities_count": 11,
+      "without_entities_count": 14,
+      "source_count": 25,
+      "audio_duration_seconds": 296.86
+    },
+    {
+      "path": "/root/autodl-tmp/project/Phi-4-multimodal-instruct/eval/SLUE_new/slue/data/voxpopuli/audio/fine-tune/mixed_concatenated_audio/mixed_concatenated_audio_0002.wav",
+      "question": "How many named entities are present in this audio segment?",
+      "choice_a": "3 entities - 3 named entities identified in this audio",
+      "choice_b": "0 entities - No named entities identified in this audio",
+      "choice_c": "1 entity - One named entity identified in this audio",
+      "choice_d": "2 entities - 2 named entities identified in this audio",
+      "answer_gt": "B",
+      "task_name": "NER(Named Entity Recognition)",
+      "dataset_name": "SLUE-VoxPopuli",
+      "uniq_id": 2,
+      "entity_count": 0,
+      "entity_types": [],
+      "source_mix_ratio": "16:8",
+      "with_entities_count": 16,
+      "without_entities_count": 8,
+      "source_count": 24,
+      "audio_duration_seconds": 297.07
+    }
+  ]
+}

SLUE/test/concatenated_audio_with/.ipynb_checkpoints/concatenation_report-checkpoint.json

@@ -0,0 +1,10 @@
+{
+  "concatenation_summary": {
+    "timestamp": "2025-07-03T10:26:37.387210",
+    "total_input_files": 990,
+    "successful_concatenations": 38,
+    "failed_files_count": 0,
+    "target_duration_minutes": 5,
+    "failed_files": []
+  }
+}

SLUE/test/concatenated_audio_with/.ipynb_checkpoints/ner_questions-checkpoint.json

@@ -0,0 +1,903 @@
+[
+  {
+    "path": "concatenated_audio_0000.wav",
+    "question": "How many named entities appear in this audio segment?",
+    "choice_a": "40 entities",
+    "choice_b": "42 entities",
+    "choice_c": "43 entities",
+    "choice_d": "41 entities",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "entity_count": 41,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 25,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 0
+  },
+  {
+    "path": "concatenated_audio_0001.wav",
+    "question": "How many named entities appear in this audio segment?",
+    "choice_a": "42 entities",
+    "choice_b": "39 entities",
+    "choice_c": "40 entities",
+    "choice_d": "43 entities",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "entity_count": 42,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 27,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 1
+  },
+  {
+    "path": "concatenated_audio_0002.wav",
+    "question": "How many named entities appear in this audio segment?",
+    "choice_a": "36 entities",
+    "choice_b": "41 entities",
+    "choice_c": "38 entities",
+    "choice_d": "39 entities",
+    "answer_gt": "D",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
+    "entity_count": 39,
+    "entity_types": [
+      "LAW",
+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
+    "source_count": 27,
+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 2
+  },
+  {
+    "path": "concatenated_audio_0003.wav",
+    "question": "How many named entities appear in this audio segment?",
+    "choice_a": "53 entities",
+    "choice_b": "52 entities",
+    "choice_c": "56 entities",
+    "choice_d": "54 entities",
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+    "question": "How many named entities appear in this audio segment?",
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+    "question": "How many named entities appear in this audio segment?",
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+    "choice_c": "50 entities",
+    "choice_d": "47 entities",
+    "answer_gt": "C",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
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+    "entity_types": [
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+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
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+    "audio_duration_info": "approximately 5 minutes",
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+  },
+  {
+    "path": "concatenated_audio_0035.wav",
+    "question": "How many named entities appear in this audio segment?",
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+    "choice_b": "47 entities",
+    "choice_c": "49 entities",
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+    "answer_gt": "B",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
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+    "entity_types": [
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+      "NORP",
+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
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+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 35
+  },
+  {
+    "path": "concatenated_audio_0036.wav",
+    "question": "How many named entities appear in this audio segment?",
+    "choice_a": "53 entities",
+    "choice_b": "54 entities",
+    "choice_c": "55 entities",
+    "choice_d": "51 entities",
+    "answer_gt": "A",
+    "task_name": "NER(Named Entity Recognition)",
+    "dataset_name": "SLUE-VoxPopuli",
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+    "entity_types": [
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+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
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+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 36
+  },
+  {
+    "path": "concatenated_audio_0037.wav",
+    "question": "How many named entities appear in this audio segment?",
+    "choice_a": "57 entities",
+    "choice_b": "58 entities",
+    "choice_c": "60 entities",
+    "choice_d": "59 entities",
+    "answer_gt": "D",
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+    "dataset_name": "SLUE-VoxPopuli",
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+      "ORG",
+      "PERSON",
+      "PLACE",
+      "QUANT",
+      "WHEN"
+    ],
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+    "audio_duration_info": "approximately 5 minutes",
+    "uniq_id": 37
+  }
+]