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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,234 @@ | ||
| from logging import getLogger | ||
| from pathlib import Path | ||
|
|
||
| import PySimpleGUI as sg | ||
| import sounddevice as sd | ||
| import soundfile as sf | ||
| from pebble import ProcessPool | ||
|
|
||
| from .__main__ import init_logger | ||
|
|
||
| LOG = getLogger(__name__) | ||
|
|
||
| init_logger() | ||
|
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||
|
|
||
| def play_audio(path: Path | str): | ||
| if isinstance(path, Path): | ||
| path = path.as_posix() | ||
| data, sr = sf.read(path) | ||
| sd.play(data, sr) | ||
|
|
||
|
|
||
| def main(): | ||
| sg.theme("Dark") | ||
| model_candidates = list(sorted(Path("./logs/44k/").glob("G_*.pth"))) | ||
| layout = [ | ||
| [ | ||
| sg.Text("Model path: "), | ||
| sg.InputText( | ||
| key="model_path", | ||
| default_text=model_candidates[-1].as_posix() | ||
| if model_candidates | ||
| else "", | ||
| ), | ||
| sg.FileBrowse( | ||
| initial_folder="./logs/44k/" if Path("./logs/44k/").exists() else "." | ||
| ), | ||
| ], | ||
| [ | ||
| sg.Text("Config path: "), | ||
| sg.InputText( | ||
| key="config_path", | ||
| default_text="./configs/44k/config.json", | ||
| enable_events=True, | ||
| ), | ||
| sg.FileBrowse( | ||
| initial_folder="./configs/44k/" | ||
| if Path("./configs/44k/").exists() | ||
| else "." | ||
| ), | ||
| ], | ||
| [sg.Text("Speaker"), sg.Combo(values=[], key="speaker", size=(20, 1))], | ||
| [ | ||
| sg.Text("Input audio path:"), | ||
| sg.InputText(key="input_path"), | ||
| sg.FileBrowse(initial_folder="."), | ||
| sg.Button("Play", key="play_input"), | ||
| ], | ||
| [ | ||
| sg.Text("Silence threshold: "), | ||
| sg.Slider( | ||
| range=(-60.0, 0), | ||
| orientation="h", | ||
| key="silence_threshold", | ||
| default_value=-20, | ||
| resolution=0.1, | ||
| ), | ||
| ], | ||
| [ | ||
| sg.Checkbox( | ||
| key="auto_predict_f0", | ||
| default=True, | ||
| text="Auto predict F0 (Pitch may become unstable when turned on in real-time inference.)", | ||
| ) | ||
| ], | ||
| [ | ||
| sg.Text("Pitch: "), | ||
| sg.Slider( | ||
| range=(-20, 20), orientation="h", key="transpose", default_value=0 | ||
| ), | ||
| ], | ||
| [ | ||
| sg.Text("Cluster infer ratio: "), | ||
| sg.Slider( | ||
| range=(0, 1.0), | ||
| orientation="h", | ||
| key="cluster_infer_ratio", | ||
| default_value=0, | ||
| resolution=0.01, | ||
| ), | ||
| ], | ||
| [ | ||
| sg.Text("Cluster model path: "), | ||
| sg.InputText(key="cluster_model_path"), | ||
| sg.FileBrowse(), | ||
| ], | ||
| [ | ||
| sg.Text("Noise scale: "), | ||
| sg.Slider( | ||
| range=(0.0, 1.0), | ||
| orientation="h", | ||
| key="noise_scale", | ||
| default_value=0.4, | ||
| resolution=0.01, | ||
| ), | ||
| ], | ||
| [ | ||
| sg.Text("Pad seconds"), | ||
| sg.Slider( | ||
| range=(0.0, 1.0), | ||
| orientation="h", | ||
| key="pad_seconds", | ||
| default_value=0.1, | ||
| resolution=0.01, | ||
| ), | ||
| ], | ||
| [ | ||
| sg.Text("Crossfade seconds"), | ||
| sg.Slider( | ||
| range=(0, 0.6), | ||
| orientation="h", | ||
| key="crossfade_seconds", | ||
| default_value=0.1, | ||
| resolution=0.001, | ||
| ), | ||
| ], | ||
| [ | ||
| sg.Text("Block seconds"), | ||
| sg.Slider( | ||
| range=(0, 3.0), | ||
| orientation="h", | ||
| key="block_seconds", | ||
| default_value=1, | ||
| resolution=0.01, | ||
| ), | ||
| ], | ||
| [sg.Checkbox(key="use_gpu", default=True, text="Use GPU")], | ||
| [sg.Checkbox(key="auto_play", default=True, text="Auto play")], | ||
| [ | ||
| sg.Button("Infer", key="infer"), | ||
| sg.Button("(Re)Start Voice Changer", key="start_vc"), | ||
| sg.Button("Stop Voice Changer", key="stop_vc"), | ||
| ], | ||
| ] | ||
|
|
||
| window = sg.Window( | ||
| f"{__name__.split('.')[0]}", layout | ||
| ) # , use_custom_titlebar=True) | ||
| with ProcessPool(max_workers=1) as pool: | ||
| future = None | ||
| while True: | ||
| event, values = window.read(100) | ||
| if event == sg.WIN_CLOSED: | ||
| break | ||
|
|
||
| def update_combo() -> None: | ||
| from . import utils | ||
|
|
||
| if Path(values["config_path"]).exists(): | ||
| hp = utils.get_hparams_from_file(values["config_path"]) | ||
| LOG.info(f"Loaded config from {values['config_path']}") | ||
| window["speaker"].update( | ||
| values=list(hp.__dict__["spk"].keys()), set_to_index=0 | ||
| ) | ||
|
|
||
| if not event == sg.EVENT_TIMEOUT: | ||
| LOG.info(f"Event: {event}, values: {values}") | ||
| if values["speaker"] == "": | ||
| update_combo() | ||
|
|
||
| if event == "config_path": | ||
| update_combo() | ||
| elif event == "infer": | ||
| from .inference_main import infer | ||
|
|
||
| input_path = Path(values["input_path"]) | ||
| output_path = ( | ||
| input_path.parent / f"{input_path.stem}.out{input_path.suffix}" | ||
| ) | ||
| infer( | ||
| model_path=Path(values["model_path"]), | ||
| config_path=Path(values["config_path"]), | ||
| input_path=input_path, | ||
| output_path=output_path, | ||
| speaker=values["speaker"], | ||
| cluster_model_path=Path(values["cluster_model_path"]) | ||
| if values["cluster_model_path"] | ||
| else None, | ||
| transpose=values["transpose"], | ||
| auto_predict_f0=values["auto_predict_f0"], | ||
| cluster_infer_ratio=values["cluster_infer_ratio"], | ||
| noise_scale=values["noise_scale"], | ||
| db_thresh=values["silence_threshold"], | ||
| pad_seconds=values["pad_seconds"], | ||
| device="cuda" if values["use_gpu"] else "cpu", | ||
| ) | ||
| if values["auto_play"]: | ||
| pool.schedule(play_audio, args=[output_path]) | ||
| elif event == "play_input": | ||
| if Path(values["input_path"]).exists(): | ||
| pool.schedule(play_audio, args=[Path(values["input_path"])]) | ||
| elif event == "start_vc": | ||
| from .inference_main import realtime | ||
|
|
||
| if future: | ||
| LOG.info("Canceling previous task") | ||
| future.cancel() | ||
| future = pool.schedule( | ||
| realtime, | ||
| kwargs=dict( | ||
| model_path=Path(values["model_path"]), | ||
| config_path=Path(values["config_path"]), | ||
| speaker=values["speaker"], | ||
| cluster_model_path=Path(values["cluster_model_path"]) | ||
| if values["cluster_model_path"] | ||
| else None, | ||
| transpose=values["transpose"], | ||
| auto_predict_f0=values["auto_predict_f0"], | ||
| cluster_infer_ratio=values["cluster_infer_ratio"], | ||
| noise_scale=values["noise_scale"], | ||
| crossfade_seconds=values["crossfade_seconds"], | ||
| db_thresh=values["silence_threshold"], | ||
| pad_seconds=values["pad_seconds"], | ||
| device="cuda" if values["use_gpu"] else "cpu", | ||
| block_seconds=values["block_seconds"], | ||
| ), | ||
| ) | ||
| elif event == "stop_vc": | ||
| if future: | ||
| future.cancel() | ||
| future = None | ||
| if future: | ||
| future.cancel() | ||
| window.close() |
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