Upload utils.py with huggingface_hub
Browse files
utils.py
ADDED
|
@@ -0,0 +1,94 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import os
|
| 2 |
+
from typing import Tuple, List, Optional
|
| 3 |
+
from pydub import AudioSegment
|
| 4 |
+
import math
|
| 5 |
+
import logging
|
| 6 |
+
|
| 7 |
+
# 設定日誌
|
| 8 |
+
logging.basicConfig(level=logging.INFO)
|
| 9 |
+
logger = logging.getLogger(__name__)
|
| 10 |
+
|
| 11 |
+
# 常數定義
|
| 12 |
+
MAX_FILE_SIZE_MB = 25 # ElevenLabs 的檔案大小限制
|
| 13 |
+
SEGMENT_LENGTH_MS = 300000 # 5 分鐘,單位為毫秒
|
| 14 |
+
|
| 15 |
+
def check_file_constraints(file_path: str, diarize: bool = False) -> Tuple[bool, str]:
|
| 16 |
+
"""檢查檔案限制條件"""
|
| 17 |
+
# 檔案大小限制 (25MB)
|
| 18 |
+
MAX_FILE_SIZE = 25 * 1024 * 1024
|
| 19 |
+
# 音訊長度限制(使用 diarize 時為 8 分鐘)
|
| 20 |
+
MAX_DURATION_DIARIZE = 8 * 60
|
| 21 |
+
|
| 22 |
+
try:
|
| 23 |
+
file_size = os.path.getsize(file_path)
|
| 24 |
+
if file_size > MAX_FILE_SIZE:
|
| 25 |
+
return False, f"檔案大小超過限制(最大 25MB):目前 {file_size/1024/1024:.1f}MB"
|
| 26 |
+
|
| 27 |
+
# 如果需要的話,這裡可以加入音訊長度檢查
|
| 28 |
+
# 需要安裝 pydub: pip install pydub
|
| 29 |
+
if diarize:
|
| 30 |
+
try:
|
| 31 |
+
audio = AudioSegment.from_file(file_path)
|
| 32 |
+
duration_seconds = len(audio) / 1000
|
| 33 |
+
if duration_seconds > MAX_DURATION_DIARIZE:
|
| 34 |
+
return False, (
|
| 35 |
+
f"使用說話者辨識時,音訊長度不能超過 8 分鐘:"
|
| 36 |
+
f"目前 {duration_seconds/60:.1f} 分鐘"
|
| 37 |
+
)
|
| 38 |
+
except ImportError:
|
| 39 |
+
pass # 如果沒有安裝 pydub,就跳過長度檢查
|
| 40 |
+
|
| 41 |
+
return True, "檔案檢查通過"
|
| 42 |
+
except Exception as e:
|
| 43 |
+
return False, f"檔案檢查失敗:{str(e)}"
|
| 44 |
+
|
| 45 |
+
def check_file_size(file_path: str, max_size_mb: int = MAX_FILE_SIZE_MB) -> bool:
|
| 46 |
+
"""
|
| 47 |
+
檢查檔案大小是否超過限制
|
| 48 |
+
|
| 49 |
+
Args:
|
| 50 |
+
file_path: 檔案路徑
|
| 51 |
+
max_size_mb: 最大檔案大小(MB)
|
| 52 |
+
|
| 53 |
+
Returns:
|
| 54 |
+
如果檔案大小超過限制則返回 True
|
| 55 |
+
"""
|
| 56 |
+
file_size_mb = os.path.getsize(file_path) / (1024 * 1024)
|
| 57 |
+
return file_size_mb > max_size_mb
|
| 58 |
+
|
| 59 |
+
def split_large_audio(file_path: str) -> Optional[List[str]]:
|
| 60 |
+
"""
|
| 61 |
+
將大型音訊檔案分割成較小的片段
|
| 62 |
+
|
| 63 |
+
Args:
|
| 64 |
+
file_path: 音訊檔案路徑
|
| 65 |
+
|
| 66 |
+
Returns:
|
| 67 |
+
分割後的檔案路徑列表,如果失敗則返回 None
|
| 68 |
+
"""
|
| 69 |
+
try:
|
| 70 |
+
# 載入音訊檔案
|
| 71 |
+
audio = AudioSegment.from_file(file_path)
|
| 72 |
+
|
| 73 |
+
# 如果檔案小於限制,直接返回原始檔案路徑
|
| 74 |
+
if not check_file_size(file_path):
|
| 75 |
+
return [file_path]
|
| 76 |
+
|
| 77 |
+
# 分割音訊
|
| 78 |
+
segments = []
|
| 79 |
+
for i, start in enumerate(range(0, len(audio), SEGMENT_LENGTH_MS)):
|
| 80 |
+
end = start + SEGMENT_LENGTH_MS
|
| 81 |
+
segment = audio[start:end]
|
| 82 |
+
|
| 83 |
+
# 儲存分割片段
|
| 84 |
+
segment_path = f"temp_segment_{i}.mp3"
|
| 85 |
+
segment.export(segment_path, format="mp3")
|
| 86 |
+
segments.append(segment_path)
|
| 87 |
+
|
| 88 |
+
logger.info(f"已建立分割片段:{segment_path}")
|
| 89 |
+
|
| 90 |
+
return segments
|
| 91 |
+
|
| 92 |
+
except Exception as e:
|
| 93 |
+
logger.error(f"分割音訊失敗:{str(e)}")
|
| 94 |
+
return None
|