diff --git a/GPT_SoVITS/inference_cli.py b/GPT_SoVITS/inference_cli.py index d67d4aec..ee13ece8 100644 --- a/GPT_SoVITS/inference_cli.py +++ b/GPT_SoVITS/inference_cli.py @@ -10,40 +10,45 @@ i18n = I18nAuto() LANGUAGE_CHOICES = ["中文", "英文", "日文", "韩文", "粤语"] MIXED_LANGUAGE_CHOICES = ["中英混合", "日英混合", "粤英混合", "韩英混合", "多语种混合"] +SLICE_METHOD_CHOICES = ["凑四句一切", "凑50字一切", "按标点符号切", "按中文句号。切", "按英文句号.切"] -def synthesize( - GPT_model_path, - SoVITS_model_path, - ref_audio_path, - ref_text, - ref_language, - target_text, - target_language, - output_path, -): +def synthesize(args: argparse.Namespace): # Change model weights - change_gpt_weights(gpt_path=GPT_model_path) - change_sovits_weights(sovits_path=SoVITS_model_path) + change_gpt_weights(gpt_path=args.gpt_path) + change_sovits_weights(sovits_path=args.sovits_path) + + params = { + "ref_wav_path": args.ref_audio, + "prompt_text": args.ref_text, + "prompt_language": i18n(args.ref_language), + "text": args.target_text, + "text_language": i18n(args.target_language), + } + + # region - optional params + if args.how_to_cut: params["how_to_cut"] = i18n(args.slicer) + if args.top_k: params["top_k"] = args.top_k + if args.top_p: params["top_p"] = args.top_p + if args.temperature: params["temperature"] = args.temperature + if args.ref_free: params["ref_free"] = args.ref_free + if args.speed: params["speed"] = args.speed + if args.if_freeze: params["if_freeze"] = args.if_freeze + if args.inp_refs: params["inp_refs"] = args.inp_refs + if args.sample_steps: params["sample_steps"] = args.sample_steps + if args.if_sr: params["if_sr"] = args.if_sr + if args.pause_second: params["pause_second"] = args.pause_second + # endregion - optional params # Synthesize audio - synthesis_result = get_tts_wav( - ref_wav_path=ref_audio_path, - prompt_text=ref_text, - prompt_language=i18n(ref_language), - text=target_text, - text_language=i18n(target_language), - top_p=1, - temperature=1, - ) + synthesis_result = get_tts_wav(**params) result_list = list(synthesis_result) if result_list: last_sampling_rate, last_audio_data = result_list[-1] - # Create output directory if it doesn't exist - os.makedirs(output_path, exist_ok=True) - output_wav_path = os.path.join(output_path, "output.wav") + os.makedirs(args.output_path, exist_ok=True) # Create output directory if it doesn't exist + output_wav_path = os.path.join(args.output_path, "output.wav") sf.write(output_wav_path, last_audio_data, last_sampling_rate) print(f"Audio saved to {output_wav_path}") @@ -51,7 +56,7 @@ def synthesize( def build_parser(): parser = argparse.ArgumentParser(description="GPT-SoVITS Command Line Tool") - # input settings + # reference settings parser.add_argument("--ref_audio", required=True, help="Path to the reference audio file") parser.add_argument("--ref_text", required=True, help="Transcript of the reference audio") parser.add_argument("--ref_language", required=True, @@ -62,8 +67,24 @@ def build_parser(): parser.add_argument("--target_language", required=True, choices=LANGUAGE_CHOICES+MIXED_LANGUAGE_CHOICES, help="Language of the target text") + parser.add_argument("--slicer", required=False, + choices=SLICE_METHOD_CHOICES, help="Slicer method") parser.add_argument("--output_path", required=True, help="Path to the output directory") + # region - inference settings + parser.add_argument("--top_k", required=False, type=int, help="Top-k value") + parser.add_argument("--top_p", required=False, type=float, help="Top-p value") + parser.add_argument("--temperature", required=False, type=float, help="Temperature value") + parser.add_argument("--ref_free", required=False, type=bool, help="Reference free value") + parser.add_argument("--speed", required=False, type=float, help="Speed value") + parser.add_argument("--if_freeze", required=False, type=bool, help="If freeze value") + parser.add_argument("--inp_refs", required=False, type=str, help="Input references") + parser.add_argument("--sample_steps", required=False, type=int, help="Sample steps value") + parser.add_argument("--if_sr", required=False, type=bool, help="If super resolution value") + parser.add_argument("--pause_second", required=False, type=float, help="Pause second value") + # endregion - inference settings + + # region - model selection sub = parser.add_subparsers(dest="mode", required=True) # Mode 1: provide model paths directly @@ -80,6 +101,7 @@ def build_parser(): p_sel.add_argument("--sovits_version", required=True, choices=available_sovits_versions, help="Version of the SoVITS model") p_sel.add_argument("--gpt_epoch", type=int, help="Epoch of the GPT model") p_sel.add_argument("--sovits_epoch", type=int, help="Epoch of the SoVITS model") + # endregion - model selection return parser @@ -138,16 +160,7 @@ def main(): args.target_text = args.target_text.replace("'", "").replace('"', "") - synthesize( - args.gpt_path, - args.sovits_path, - args.ref_audio, - args.ref_text, - args.ref_language, - args.target_text, - args.target_language, - args.output_path, - ) + synthesize(args) if __name__ == "__main__":