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| import io | |
| import gradio as gr | |
| import librosa | |
| import numpy as np | |
| import soundfile | |
| import torch | |
| from inference.infer_tool import Svc | |
| import logging | |
| logging.getLogger('numba').setLevel(logging.WARNING) | |
| model_name = "logs/32k/G_220000.pth" | |
| config_name = "configs/config.json" | |
| svc_model = Svc(model_name, config_name) | |
| sid_map = { | |
| "KIP_01": "KIP_01" | |
| } | |
| def vc_fn(sid, input_audio, vc_transform): | |
| if input_audio is None: | |
| return "You need to upload an audio", None | |
| sampling_rate, audio = input_audio | |
| # print(audio.shape,sampling_rate) | |
| duration = audio.shape[0] / sampling_rate | |
| if duration > 45: | |
| return "请上传小于 45s 的音频，如需要转换长音频，请在本地进行转换", None | |
| audio = (audio / np.iinfo(audio.dtype).max).astype(np.float32) | |
| if len(audio.shape) > 1: | |
| audio = librosa.to_mono(audio.transpose(1, 0)) | |
| if sampling_rate != 16000: | |
| audio = librosa.resample(audio, orig_sr=sampling_rate, target_sr=16000) | |
| print(audio.shape) | |
| out_wav_path = io.BytesIO() | |
| soundfile.write(out_wav_path, audio, 16000, format="wav") | |
| out_wav_path.seek(0) | |
| sid = sid_map[sid] | |
| out_audio, out_sr = svc_model.infer(sid, vc_transform, out_wav_path) | |
| _audio = out_audio.cpu().numpy() | |
| return "Success", (32000, _audio) | |
| app = gr.Blocks() | |
| with app: | |
| with gr.Tabs(): | |
| with gr.TabItem("Basic"): | |
| gr.Markdown(value=""" | |
| 欢迎体验首个对外配布的 @冰糖IO SoVITS 3.0 模型 | |
| 在使用此模型前请阅读 [Kohrisatou INFINITY PROTOTYPE-01 (beta) 使用协议] (https://huggingface.co/spaces/kohrisatou-infinity/KIP_01_beta/blob/main/terms.md) | |
| 冰糖IO @ bilibili：[点击关注](https://space.bilibili.com/198297) | |
| 如果要在本地使用该 Demo，请 git lfs clone 该仓库，安装 requirements.txt 后运行 app.py | |
| 项目改写基于 https://huggingface.co/spaces/innnky/nyaru-svc-3.0 | |
| 本地合成可以删除 26、27 两行代码以解除合成 45s 长度限制""") | |
| sid = gr.Dropdown(label="音色", choices=["KIP_01"], value="KIP_01") | |
| vc_input3 = gr.Audio(label="上传音频（长度小于 45 秒）") | |
| vc_transform = gr.Number(label="变调（整数，可以正负，半音数量，升高八度就是 12）", value=0) | |
| vc_submit = gr.Button("转换", variant="primary") | |
| vc_output1 = gr.Textbox(label="Output Message") | |
| vc_output2 = gr.Audio(label="Output Audio") | |
| vc_submit.click(vc_fn, [sid, vc_input3, vc_transform], [vc_output1, vc_output2]) | |
| app.launch() | |