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README.md

@@ -34,6 +34,54 @@ uv pip install -r requirements.txt
 
 Coming soon
 
+## 推理
+
+### 使用huggingface Space（线上体验）
+
+访问https://huggingface.co/spaces/ASLP-lab/YingMusic-Singer之后，就可以快速体验
+
+### 使用Docker运行
+
+docker build -t yingmusic-singer .
+
+### 使用python运行
+
+git clone 
+cd
+python initialization.py --task infer
+
+# for Gradio
+
+python app.py
+
+# 多进程 Inference
+# 1. 你需要确保所有输入模型的均为分离之后的纯人声，如果没有分离，可以参考/src/third_party/MusicSourceSeparationTraining/inference_api.py 进行分离
+# 2. jsonl 文件的格式为，每行一个json，{}
+python batch_infer.py \
+    --input_type jsonl \
+    --input_path /path/to/input.jsonl \
+    --output_dir /path/to/output \
+    --ckpt_path /path/to/ckpts \
+    --num_gpus 4
+
+# 多进程 Inference(LyricEditBench melody control)
+python inference_mp.py \
+    --input_type lyric_edit_bench_melody_control \
+    --output_dir path/to/ \
+    LyricEditBench_melody_control \
+    --ckpt_path ASLP-lab/YingMusic-Singer \
+    --num_gpus 8
+
+# 多进程 Inference(LyricEditBench sing edit)
+python inference_mp.py \
+    --input_type lyric_edit_bench_sing_edit \
+    --output_dir path/to/ \
+    LyricEditBench_melody_control \
+    --ckpt_path ASLP-lab/YingMusic-Singer \
+    --num_gpus 8
+
+
+
 ## License
 
 The code and model weights in this project are licensed under [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/), except for the following components:

app.py

@@ -6,24 +6,24 @@ A singing voice synthesis system powered by YingMusicSinger,
 with built-in vocal/accompaniment separation via MelBandRoformer.
 """
 
+try:
+    import spaces
+except ImportError:
+    spaces = None
+
 import os
 import tempfile
 
 import gradio as gr
 import torch
 import torchaudio
-from initialization import download_files
 
+from initialization import download_files
 
 IS_HF_SPACE = os.environ.get("SPACE_ID") is not None
 HF_ENABLE = False
 LOCAL_DEVICE = "cuda" if torch.cuda.is_available() else "cpu"
 
-try:
-    import spaces
-except ImportError:
-    spaces = None
-
 
 def gpu_decorator(fn):
     if IS_HF_SPACE and HF_ENABLE and spaces is not None: