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| import os, sys | |
| import gradio as gr | |
| import regex as re | |
| import shutil | |
| import datetime | |
| import json | |
| import torch | |
| from core import ( | |
| run_infer_script, | |
| run_batch_infer_script, | |
| ) | |
| from assets.i18n.i18n import I18nAuto | |
| from rvc.lib.utils import format_title | |
| from tabs.settings.sections.restart import stop_infer | |
| i18n = I18nAuto() | |
| now_dir = os.getcwd() | |
| sys.path.append(now_dir) | |
| model_root = os.path.join(now_dir, "logs") | |
| audio_root = os.path.join(now_dir, "assets", "audios") | |
| custom_embedder_root = os.path.join( | |
| now_dir, "rvc", "models", "embedders", "embedders_custom" | |
| ) | |
| PRESETS_DIR = os.path.join(now_dir, "assets", "presets") | |
| FORMANTSHIFT_DIR = os.path.join(now_dir, "assets", "formant_shift") | |
| os.makedirs(custom_embedder_root, exist_ok=True) | |
| custom_embedder_root_relative = os.path.relpath(custom_embedder_root, now_dir) | |
| model_root_relative = os.path.relpath(model_root, now_dir) | |
| audio_root_relative = os.path.relpath(audio_root, now_dir) | |
| sup_audioext = { | |
| "wav", | |
| "mp3", | |
| "flac", | |
| "ogg", | |
| "opus", | |
| "m4a", | |
| "mp4", | |
| "aac", | |
| "alac", | |
| "wma", | |
| "aiff", | |
| "webm", | |
| "ac3", | |
| } | |
| names = [ | |
| os.path.join(root, file) | |
| for root, _, files in os.walk(model_root_relative, topdown=False) | |
| for file in files | |
| if ( | |
| file.endswith((".pth", ".onnx")) | |
| and not (file.startswith("G_") or file.startswith("D_")) | |
| ) | |
| ] | |
| indexes_list = [ | |
| os.path.join(root, name) | |
| for root, _, files in os.walk(model_root_relative, topdown=False) | |
| for name in files | |
| if name.endswith(".index") and "trained" not in name | |
| ] | |
| audio_paths = [ | |
| os.path.join(root, name) | |
| for root, _, files in os.walk(audio_root_relative, topdown=False) | |
| for name in files | |
| if name.endswith(tuple(sup_audioext)) | |
| and root == audio_root_relative | |
| and "_output" not in name | |
| ] | |
| custom_embedders = [ | |
| os.path.join(dirpath, dirname) | |
| for dirpath, dirnames, _ in os.walk(custom_embedder_root_relative) | |
| for dirname in dirnames | |
| ] | |
| def update_sliders(preset): | |
| with open( | |
| os.path.join(PRESETS_DIR, f"{preset}.json"), "r", encoding="utf-8" | |
| ) as json_file: | |
| values = json.load(json_file) | |
| return ( | |
| values["pitch"], | |
| values["filter_radius"], | |
| values["index_rate"], | |
| values["rms_mix_rate"], | |
| values["protect"], | |
| ) | |
| def update_sliders_formant(preset): | |
| with open( | |
| os.path.join(FORMANTSHIFT_DIR, f"{preset}.json"), "r", encoding="utf-8" | |
| ) as json_file: | |
| values = json.load(json_file) | |
| return ( | |
| values["formant_qfrency"], | |
| values["formant_timbre"], | |
| ) | |
| def export_presets(presets, file_path): | |
| with open(file_path, "w", encoding="utf-8") as json_file: | |
| json.dump(presets, json_file, ensure_ascii=False, indent=4) | |
| def import_presets(file_path): | |
| with open(file_path, "r", encoding="utf-8") as json_file: | |
| presets = json.load(json_file) | |
| return presets | |
| def get_presets_data(pitch, filter_radius, index_rate, rms_mix_rate, protect): | |
| return { | |
| "pitch": pitch, | |
| "filter_radius": filter_radius, | |
| "index_rate": index_rate, | |
| "rms_mix_rate": rms_mix_rate, | |
| "protect": protect, | |
| } | |
| def export_presets_button( | |
| preset_name, pitch, filter_radius, index_rate, rms_mix_rate, protect | |
| ): | |
| if preset_name: | |
| file_path = os.path.join(PRESETS_DIR, f"{preset_name}.json") | |
| presets_data = get_presets_data( | |
| pitch, filter_radius, index_rate, rms_mix_rate, protect | |
| ) | |
| with open(file_path, "w", encoding="utf-8") as json_file: | |
| json.dump(presets_data, json_file, ensure_ascii=False, indent=4) | |
| return "Export successful" | |
| return "Export cancelled" | |
| def import_presets_button(file_path): | |
| if file_path: | |
| imported_presets = import_presets(file_path.name) | |
| return ( | |
| list(imported_presets.keys()), | |
| imported_presets, | |
| "Presets imported successfully!", | |
| ) | |
| return [], {}, "No file selected for import." | |
| def list_json_files(directory): | |
| return [f.rsplit(".", 1)[0] for f in os.listdir(directory) if f.endswith(".json")] | |
| def refresh_presets(): | |
| json_files = list_json_files(PRESETS_DIR) | |
| return gr.update(choices=json_files) | |
| def output_path_fn(input_audio_path): | |
| original_name_without_extension = os.path.basename(input_audio_path).rsplit(".", 1)[ | |
| 0 | |
| ] | |
| new_name = original_name_without_extension + "_output.wav" | |
| output_path = os.path.join(os.path.dirname(input_audio_path), new_name) | |
| return output_path | |
| def change_choices(model): | |
| if model: | |
| speakers = get_speakers_id(model) | |
| else: | |
| speakers = 0 | |
| names = [ | |
| os.path.join(root, file) | |
| for root, _, files in os.walk(model_root_relative, topdown=False) | |
| for file in files | |
| if ( | |
| file.endswith((".pth", ".onnx")) | |
| and not (file.startswith("G_") or file.startswith("D_")) | |
| ) | |
| ] | |
| indexes_list = [ | |
| os.path.join(root, name) | |
| for root, _, files in os.walk(model_root_relative, topdown=False) | |
| for name in files | |
| if name.endswith(".index") and "trained" not in name | |
| ] | |
| audio_paths = [ | |
| os.path.join(root, name) | |
| for root, _, files in os.walk(audio_root_relative, topdown=False) | |
| for name in files | |
| if name.endswith(tuple(sup_audioext)) | |
| and root == audio_root_relative | |
| and "_output" not in name | |
| ] | |
| return ( | |
| {"choices": sorted(names), "__type__": "update"}, | |
| {"choices": sorted(indexes_list), "__type__": "update"}, | |
| {"choices": sorted(audio_paths), "__type__": "update"}, | |
| { | |
| "choices": ( | |
| sorted(speakers) | |
| if speakers is not None and isinstance(speakers, (list, tuple)) | |
| else [] | |
| ), | |
| "__type__": "update", | |
| }, | |
| { | |
| "choices": ( | |
| sorted(speakers) | |
| if speakers is not None and isinstance(speakers, (list, tuple)) | |
| else [] | |
| ), | |
| "__type__": "update", | |
| }, | |
| ) | |
| def get_indexes(): | |
| indexes_list = [ | |
| os.path.join(dirpath, filename) | |
| for dirpath, _, filenames in os.walk(model_root_relative) | |
| for filename in filenames | |
| if filename.endswith(".index") and "trained" not in filename | |
| ] | |
| return indexes_list if indexes_list else "" | |
| def save_to_wav(record_button): | |
| if record_button is None: | |
| pass | |
| else: | |
| path_to_file = record_button | |
| new_name = datetime.datetime.now().strftime("%Y-%m-%d_%H-%M-%S") + ".wav" | |
| target_path = os.path.join(audio_root_relative, os.path.basename(new_name)) | |
| shutil.move(path_to_file, target_path) | |
| return target_path, output_path_fn(target_path) | |
| def save_to_wav2(upload_audio): | |
| file_path = upload_audio | |
| formated_name = format_title(os.path.basename(file_path)) | |
| target_path = os.path.join(audio_root_relative, formated_name) | |
| if os.path.exists(target_path): | |
| os.remove(target_path) | |
| shutil.copy(file_path, target_path) | |
| return target_path, output_path_fn(target_path) | |
| def delete_outputs(): | |
| gr.Info(f"Outputs cleared!") | |
| for root, _, files in os.walk(audio_root_relative, topdown=False): | |
| for name in files: | |
| if name.endswith(tuple(sup_audioext)) and name.__contains__("_output"): | |
| os.remove(os.path.join(root, name)) | |
| def match_index(model_file_value): | |
| if model_file_value: | |
| model_folder = os.path.dirname(model_file_value) | |
| model_name = os.path.basename(model_file_value) | |
| index_files = get_indexes() | |
| pattern = r"^(.*?)_" | |
| match = re.match(pattern, model_name) | |
| for index_file in index_files: | |
| if os.path.dirname(index_file) == model_folder: | |
| return index_file | |
| elif match and match.group(1) in os.path.basename(index_file): | |
| return index_file | |
| elif model_name in os.path.basename(index_file): | |
| return index_file | |
| return "" | |
| def create_folder_and_move_files(folder_name, bin_file, config_file): | |
| if not folder_name: | |
| return "Folder name must not be empty." | |
| folder_name = os.path.join(custom_embedder_root, folder_name) | |
| os.makedirs(folder_name, exist_ok=True) | |
| if bin_file: | |
| bin_file_path = os.path.join(folder_name, os.path.basename(bin_file)) | |
| shutil.copy(bin_file, bin_file_path) | |
| if config_file: | |
| config_file_path = os.path.join(folder_name, os.path.basename(config_file)) | |
| shutil.copy(config_file, config_file_path) | |
| return f"Files moved to folder {folder_name}" | |
| def refresh_formant(): | |
| json_files = list_json_files(FORMANTSHIFT_DIR) | |
| return gr.update(choices=json_files) | |
| def refresh_embedders_folders(): | |
| custom_embedders = [ | |
| os.path.join(dirpath, dirname) | |
| for dirpath, dirnames, _ in os.walk(custom_embedder_root_relative) | |
| for dirname in dirnames | |
| ] | |
| return custom_embedders | |
| def get_speakers_id(model): | |
| if model: | |
| model_data = torch.load(model, map_location="cpu") | |
| speakers_id = model_data.get("speakers_id", 0) | |
| if speakers_id: | |
| return list(range(speakers_id)) | |
| else: | |
| return [0] | |
| # Inference tab | |
| def inference_tab(): | |
| default_weight = names[0] if names else None | |
| with gr.Column(): | |
| with gr.Row(): | |
| model_file = gr.Dropdown( | |
| label=i18n("Voice Model"), | |
| info=i18n("Select the voice model to use for the conversion."), | |
| choices=sorted(names, key=lambda path: os.path.getsize(path)), | |
| interactive=True, | |
| value=default_weight, | |
| allow_custom_value=True, | |
| ) | |
| index_file = gr.Dropdown( | |
| label=i18n("Index File"), | |
| info=i18n("Select the index file to use for the conversion."), | |
| choices=get_indexes(), | |
| value=match_index(default_weight) if default_weight else "", | |
| interactive=True, | |
| allow_custom_value=True, | |
| ) | |
| with gr.Row(): | |
| unload_button = gr.Button(i18n("Unload Voice")) | |
| refresh_button = gr.Button(i18n("Refresh")) | |
| unload_button.click( | |
| fn=lambda: ( | |
| {"value": "", "__type__": "update"}, | |
| {"value": "", "__type__": "update"}, | |
| ), | |
| inputs=[], | |
| outputs=[model_file, index_file], | |
| ) | |
| model_file.select( | |
| fn=lambda model_file_value: match_index(model_file_value), | |
| inputs=[model_file], | |
| outputs=[index_file], | |
| ) | |
| # Single inference tab | |
| with gr.Tab(i18n("Single")): | |
| with gr.Column(): | |
| upload_audio = gr.Audio( | |
| label=i18n("Upload Audio"), type="filepath", editable=False | |
| ) | |
| with gr.Row(): | |
| audio = gr.Dropdown( | |
| label=i18n("Select Audio"), | |
| info=i18n("Select the audio to convert."), | |
| choices=sorted(audio_paths), | |
| value=audio_paths[0] if audio_paths else "", | |
| interactive=True, | |
| allow_custom_value=True, | |
| ) | |
| with gr.Accordion(i18n("Advanced Settings"), open=False): | |
| with gr.Column(): | |
| clear_outputs_infer = gr.Button( | |
| i18n("Clear Outputs (Deletes all audios in assets/audios)") | |
| ) | |
| output_path = gr.Textbox( | |
| label=i18n("Output Path"), | |
| placeholder=i18n("Enter output path"), | |
| info=i18n( | |
| "The path where the output audio will be saved, by default in assets/audios/output.wav" | |
| ), | |
| value=( | |
| output_path_fn(audio_paths[0]) | |
| if audio_paths | |
| else os.path.join(now_dir, "assets", "audios", "output.wav") | |
| ), | |
| interactive=True, | |
| ) | |
| export_format = gr.Radio( | |
| label=i18n("Export Format"), | |
| info=i18n("Select the format to export the audio."), | |
| choices=["WAV", "MP3", "FLAC", "OGG", "M4A"], | |
| value="WAV", | |
| interactive=True, | |
| ) | |
| sid = gr.Dropdown( | |
| label=i18n("Speaker ID"), | |
| info=i18n("Select the speaker ID to use for the conversion."), | |
| choices=get_speakers_id(model_file.value), | |
| value=0, | |
| interactive=True, | |
| ) | |
| split_audio = gr.Checkbox( | |
| label=i18n("Split Audio"), | |
| info=i18n( | |
| "Split the audio into chunks for inference to obtain better results in some cases." | |
| ), | |
| visible=True, | |
| value=False, | |
| interactive=True, | |
| ) | |
| autotune = gr.Checkbox( | |
| label=i18n("Autotune"), | |
| info=i18n( | |
| "Apply a soft autotune to your inferences, recommended for singing conversions." | |
| ), | |
| visible=True, | |
| value=False, | |
| interactive=True, | |
| ) | |
| autotune_strength = gr.Slider( | |
| minimum=0, | |
| maximum=1, | |
| label=i18n("Autotune Strength"), | |
| info=i18n( | |
| "Set the autotune strength - the more you increase it the more it will snap to the chromatic grid." | |
| ), | |
| visible=False, | |
| value=1, | |
| interactive=True, | |
| ) | |
| clean_audio = gr.Checkbox( | |
| label=i18n("Clean Audio"), | |
| info=i18n( | |
| "Clean your audio output using noise detection algorithms, recommended for speaking audios." | |
| ), | |
| visible=True, | |
| value=False, | |
| interactive=True, | |
| ) | |
| clean_strength = gr.Slider( | |
| minimum=0, | |
| maximum=1, | |
| label=i18n("Clean Strength"), | |
| info=i18n( | |
| "Set the clean-up level to the audio you want, the more you increase it the more it will clean up, but it is possible that the audio will be more compressed." | |
| ), | |
| visible=False, | |
| value=0.5, | |
| interactive=True, | |
| ) | |
| upscale_audio = gr.Checkbox( | |
| label=i18n("Upscale Audio"), | |
| info=i18n( | |
| "Upscale the audio to a higher quality, recommended for low-quality audios. (It could take longer to process the audio)" | |
| ), | |
| visible=True, | |
| value=False, | |
| interactive=True, | |
| ) | |
| formant_shifting = gr.Checkbox( | |
| label=i18n("Formant Shifting"), | |
| info=i18n( | |
| "Enable formant shifting. Used for male to female and vice-versa convertions." | |
| ), | |
| value=False, | |
| visible=True, | |
| interactive=True, | |
| ) | |
| with gr.Row(visible=False) as formant_row: | |
| formant_preset = gr.Dropdown( | |
| label=i18n("Browse presets for formanting"), | |
| info=i18n( | |
| "Presets are located in /assets/formant_shift folder" | |
| ), | |
| choices=list_json_files(FORMANTSHIFT_DIR), | |
| visible=False, | |
| interactive=True, | |
| ) | |
| formant_refresh_button = gr.Button( | |
| value="Refresh", | |
| visible=False, | |
| ) | |
| formant_qfrency = gr.Slider( | |
| value=1.0, | |
| info=i18n("Default value is 1.0"), | |
| label=i18n("Quefrency for formant shifting"), | |
| minimum=0.0, | |
| maximum=16.0, | |
| step=0.1, | |
| visible=False, | |
| interactive=True, | |
| ) | |
| formant_timbre = gr.Slider( | |
| value=1.0, | |
| info=i18n("Default value is 1.0"), | |
| label=i18n("Timbre for formant shifting"), | |
| minimum=0.0, | |
| maximum=16.0, | |
| step=0.1, | |
| visible=False, | |
| interactive=True, | |
| ) | |
| post_process = gr.Checkbox( | |
| label=i18n("Post-Process"), | |
| info=i18n("Post-process the audio to apply effects to the output."), | |
| value=False, | |
| interactive=True, | |
| ) | |
| reverb = gr.Checkbox( | |
| label=i18n("Reverb"), | |
| info=i18n("Apply reverb to the audio."), | |
| value=False, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| reverb_room_size = gr.Slider( | |
| minimum=0, | |
| maximum=1, | |
| label=i18n("Reverb Room Size"), | |
| info=i18n("Set the room size of the reverb."), | |
| value=0.5, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| reverb_damping = gr.Slider( | |
| minimum=0, | |
| maximum=1, | |
| label=i18n("Reverb Damping"), | |
| info=i18n("Set the damping of the reverb."), | |
| value=0.5, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| reverb_wet_gain = gr.Slider( | |
| minimum=0, | |
| maximum=1, | |
| label=i18n("Reverb Wet Gain"), | |
| info=i18n("Set the wet gain of the reverb."), | |
| value=0.33, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| reverb_dry_gain = gr.Slider( | |
| minimum=0, | |
| maximum=1, | |
| label=i18n("Reverb Dry Gain"), | |
| info=i18n("Set the dry gain of the reverb."), | |
| value=0.4, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| reverb_width = gr.Slider( | |
| minimum=0, | |
| maximum=1, | |
| label=i18n("Reverb Width"), | |
| info=i18n("Set the width of the reverb."), | |
| value=1.0, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| reverb_freeze_mode = gr.Slider( | |
| minimum=0, | |
| maximum=1, | |
| label=i18n("Reverb Freeze Mode"), | |
| info=i18n("Set the freeze mode of the reverb."), | |
| value=0.0, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| pitch_shift = gr.Checkbox( | |
| label=i18n("Pitch Shift"), | |
| info=i18n("Apply pitch shift to the audio."), | |
| value=False, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| pitch_shift_semitones = gr.Slider( | |
| minimum=-12, | |
| maximum=12, | |
| label=i18n("Pitch Shift Semitones"), | |
| info=i18n("Set the pitch shift semitones."), | |
| value=0, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| limiter = gr.Checkbox( | |
| label=i18n("Limiter"), | |
| info=i18n("Apply limiter to the audio."), | |
| value=False, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| limiter_threshold = gr.Slider( | |
| minimum=-60, | |
| maximum=0, | |
| label=i18n("Limiter Threshold dB"), | |
| info=i18n("Set the limiter threshold dB."), | |
| value=-6, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| limiter_release_time = gr.Slider( | |
| minimum=0.01, | |
| maximum=1, | |
| label=i18n("Limiter Release Time"), | |
| info=i18n("Set the limiter release time."), | |
| value=0.05, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| gain = gr.Checkbox( | |
| label=i18n("Gain"), | |
| info=i18n("Apply gain to the audio."), | |
| value=False, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| gain_db = gr.Slider( | |
| minimum=-60, | |
| maximum=60, | |
| label=i18n("Gain dB"), | |
| info=i18n("Set the gain dB."), | |
| value=0, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| distortion = gr.Checkbox( | |
| label=i18n("Distortion"), | |
| info=i18n("Apply distortion to the audio."), | |
| value=False, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| distortion_gain = gr.Slider( | |
| minimum=-60, | |
| maximum=60, | |
| label=i18n("Distortion Gain"), | |
| info=i18n("Set the distortion gain."), | |
| value=25, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| chorus = gr.Checkbox( | |
| label=i18n("chorus"), | |
| info=i18n("Apply chorus to the audio."), | |
| value=False, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| chorus_rate = gr.Slider( | |
| minimum=0, | |
| maximum=100, | |
| label=i18n("Chorus Rate Hz"), | |
| info=i18n("Set the chorus rate Hz."), | |
| value=1.0, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| chorus_depth = gr.Slider( | |
| minimum=0, | |
| maximum=1, | |
| label=i18n("chorus Depth"), | |
| info=i18n("Set the chorus depth."), | |
| value=0.25, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| chorus_center_delay = gr.Slider( | |
| minimum=7, | |
| maximum=8, | |
| label=i18n("chorus Center Delay ms"), | |
| info=i18n("Set the chorus center delay ms."), | |
| value=7, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| chorus_feedback = gr.Slider( | |
| minimum=0, | |
| maximum=1, | |
| label=i18n("chorus Feedback"), | |
| info=i18n("Set the chorus feedback."), | |
| value=0.0, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| chorus_mix = gr.Slider( | |
| minimum=0, | |
| maximum=1, | |
| label=i18n("Chorus Mix"), | |
| info=i18n("Set the chorus mix."), | |
| value=0.5, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| bitcrush = gr.Checkbox( | |
| label=i18n("Bitcrush"), | |
| info=i18n("Apply bitcrush to the audio."), | |
| value=False, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| bitcrush_bit_depth = gr.Slider( | |
| minimum=1, | |
| maximum=32, | |
| label=i18n("Bitcrush Bit Depth"), | |
| info=i18n("Set the bitcrush bit depth."), | |
| value=8, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| clipping = gr.Checkbox( | |
| label=i18n("Clipping"), | |
| info=i18n("Apply clipping to the audio."), | |
| value=False, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| clipping_threshold = gr.Slider( | |
| minimum=-60, | |
| maximum=0, | |
| label=i18n("Clipping Threshold"), | |
| info=i18n("Set the clipping threshold."), | |
| value=-6, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| compressor = gr.Checkbox( | |
| label=i18n("Compressor"), | |
| info=i18n("Apply compressor to the audio."), | |
| value=False, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| compressor_threshold = gr.Slider( | |
| minimum=-60, | |
| maximum=0, | |
| label=i18n("Compressor Threshold dB"), | |
| info=i18n("Set the compressor threshold dB."), | |
| value=0, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| compressor_ratio = gr.Slider( | |
| minimum=1, | |
| maximum=20, | |
| label=i18n("Compressor Ratio"), | |
| info=i18n("Set the compressor ratio."), | |
| value=1, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| compressor_attack = gr.Slider( | |
| minimum=0.0, | |
| maximum=100, | |
| label=i18n("Compressor Attack ms"), | |
| info=i18n("Set the compressor attack ms."), | |
| value=1.0, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| compressor_release = gr.Slider( | |
| minimum=0.01, | |
| maximum=100, | |
| label=i18n("Compressor Release ms"), | |
| info=i18n("Set the compressor release ms."), | |
| value=100, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| delay = gr.Checkbox( | |
| label=i18n("Delay"), | |
| info=i18n("Apply delay to the audio."), | |
| value=False, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| delay_seconds = gr.Slider( | |
| minimum=0.0, | |
| maximum=5.0, | |
| label=i18n("Delay Seconds"), | |
| info=i18n("Set the delay seconds."), | |
| value=0.5, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| delay_feedback = gr.Slider( | |
| minimum=0.0, | |
| maximum=1.0, | |
| label=i18n("Delay Feedback"), | |
| info=i18n("Set the delay feedback."), | |
| value=0.0, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| delay_mix = gr.Slider( | |
| minimum=0.0, | |
| maximum=1.0, | |
| label=i18n("Delay Mix"), | |
| info=i18n("Set the delay mix."), | |
| value=0.5, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| with gr.Accordion(i18n("Preset Settings"), open=False): | |
| with gr.Row(): | |
| preset_dropdown = gr.Dropdown( | |
| label=i18n("Select Custom Preset"), | |
| choices=list_json_files(PRESETS_DIR), | |
| interactive=True, | |
| ) | |
| presets_refresh_button = gr.Button(i18n("Refresh Presets")) | |
| import_file = gr.File( | |
| label=i18n("Select file to import"), | |
| file_count="single", | |
| type="filepath", | |
| interactive=True, | |
| ) | |
| import_file.change( | |
| import_presets_button, | |
| inputs=import_file, | |
| outputs=[preset_dropdown], | |
| ) | |
| presets_refresh_button.click( | |
| refresh_presets, outputs=preset_dropdown | |
| ) | |
| with gr.Row(): | |
| preset_name_input = gr.Textbox( | |
| label=i18n("Preset Name"), | |
| placeholder=i18n("Enter preset name"), | |
| ) | |
| export_button = gr.Button(i18n("Export Preset")) | |
| pitch = gr.Slider( | |
| minimum=-24, | |
| maximum=24, | |
| step=1, | |
| label=i18n("Pitch"), | |
| info=i18n( | |
| "Set the pitch of the audio, the higher the value, the higher the pitch." | |
| ), | |
| value=0, | |
| interactive=True, | |
| ) | |
| filter_radius = gr.Slider( | |
| minimum=0, | |
| maximum=7, | |
| label=i18n("Filter Radius"), | |
| info=i18n( | |
| "If the number is greater than or equal to three, employing median filtering on the collected tone results has the potential to decrease respiration." | |
| ), | |
| value=3, | |
| step=1, | |
| interactive=True, | |
| ) | |
| index_rate = gr.Slider( | |
| minimum=0, | |
| maximum=1, | |
| label=i18n("Search Feature Ratio"), | |
| info=i18n( | |
| "Influence exerted by the index file; a higher value corresponds to greater influence. However, opting for lower values can help mitigate artifacts present in the audio." | |
| ), | |
| value=0.75, | |
| interactive=True, | |
| ) | |
| rms_mix_rate = gr.Slider( | |
| minimum=0, | |
| maximum=1, | |
| label=i18n("Volume Envelope"), | |
| info=i18n( | |
| "Substitute or blend with the volume envelope of the output. The closer the ratio is to 1, the more the output envelope is employed." | |
| ), | |
| value=1, | |
| interactive=True, | |
| ) | |
| protect = gr.Slider( | |
| minimum=0, | |
| maximum=0.5, | |
| label=i18n("Protect Voiceless Consonants"), | |
| info=i18n( | |
| "Safeguard distinct consonants and breathing sounds to prevent electro-acoustic tearing and other artifacts. Pulling the parameter to its maximum value of 0.5 offers comprehensive protection. However, reducing this value might decrease the extent of protection while potentially mitigating the indexing effect." | |
| ), | |
| value=0.5, | |
| interactive=True, | |
| ) | |
| preset_dropdown.change( | |
| update_sliders, | |
| inputs=preset_dropdown, | |
| outputs=[ | |
| pitch, | |
| filter_radius, | |
| index_rate, | |
| rms_mix_rate, | |
| protect, | |
| ], | |
| ) | |
| export_button.click( | |
| export_presets_button, | |
| inputs=[ | |
| preset_name_input, | |
| pitch, | |
| filter_radius, | |
| index_rate, | |
| rms_mix_rate, | |
| protect, | |
| ], | |
| ) | |
| hop_length = gr.Slider( | |
| minimum=1, | |
| maximum=512, | |
| step=1, | |
| label=i18n("Hop Length"), | |
| info=i18n( | |
| "Denotes the duration it takes for the system to transition to a significant pitch change. Smaller hop lengths require more time for inference but tend to yield higher pitch accuracy." | |
| ), | |
| visible=False, | |
| value=128, | |
| interactive=True, | |
| ) | |
| f0_method = gr.Radio( | |
| label=i18n("Pitch extraction algorithm"), | |
| info=i18n( | |
| "Pitch extraction algorithm to use for the audio conversion. The default algorithm is rmvpe, which is recommended for most cases." | |
| ), | |
| choices=[ | |
| "crepe", | |
| "crepe-tiny", | |
| "rmvpe", | |
| "fcpe", | |
| "hybrid[rmvpe+fcpe]", | |
| ], | |
| value="rmvpe", | |
| interactive=True, | |
| ) | |
| embedder_model = gr.Radio( | |
| label=i18n("Embedder Model"), | |
| info=i18n("Model used for learning speaker embedding."), | |
| choices=[ | |
| "contentvec", | |
| "chinese-hubert-base", | |
| "japanese-hubert-base", | |
| "korean-hubert-base", | |
| "custom", | |
| ], | |
| value="contentvec", | |
| interactive=True, | |
| ) | |
| with gr.Column(visible=False) as embedder_custom: | |
| with gr.Accordion(i18n("Custom Embedder"), open=True): | |
| with gr.Row(): | |
| embedder_model_custom = gr.Dropdown( | |
| label=i18n("Select Custom Embedder"), | |
| choices=refresh_embedders_folders(), | |
| interactive=True, | |
| allow_custom_value=True, | |
| ) | |
| refresh_embedders_button = gr.Button( | |
| i18n("Refresh embedders") | |
| ) | |
| folder_name_input = gr.Textbox( | |
| label=i18n("Folder Name"), interactive=True | |
| ) | |
| with gr.Row(): | |
| bin_file_upload = gr.File( | |
| label=i18n("Upload .bin"), | |
| type="filepath", | |
| interactive=True, | |
| ) | |
| config_file_upload = gr.File( | |
| label=i18n("Upload .json"), | |
| type="filepath", | |
| interactive=True, | |
| ) | |
| move_files_button = gr.Button( | |
| i18n("Move files to custom embedder folder") | |
| ) | |
| f0_file = gr.File( | |
| label=i18n( | |
| "The f0 curve represents the variations in the base frequency of a voice over time, showing how pitch rises and falls." | |
| ), | |
| visible=True, | |
| ) | |
| convert_button1 = gr.Button(i18n("Convert")) | |
| with gr.Row(): | |
| vc_output1 = gr.Textbox( | |
| label=i18n("Output Information"), | |
| info=i18n("The output information will be displayed here."), | |
| ) | |
| vc_output2 = gr.Audio(label=i18n("Export Audio")) | |
| # Batch inference tab | |
| with gr.Tab(i18n("Batch")): | |
| with gr.Row(): | |
| with gr.Column(): | |
| input_folder_batch = gr.Textbox( | |
| label=i18n("Input Folder"), | |
| info=i18n("Select the folder containing the audios to convert."), | |
| placeholder=i18n("Enter input path"), | |
| value=os.path.join(now_dir, "assets", "audios"), | |
| interactive=True, | |
| ) | |
| output_folder_batch = gr.Textbox( | |
| label=i18n("Output Folder"), | |
| info=i18n( | |
| "Select the folder where the output audios will be saved." | |
| ), | |
| placeholder=i18n("Enter output path"), | |
| value=os.path.join(now_dir, "assets", "audios"), | |
| interactive=True, | |
| ) | |
| with gr.Accordion(i18n("Advanced Settings"), open=False): | |
| with gr.Column(): | |
| clear_outputs_batch = gr.Button( | |
| i18n("Clear Outputs (Deletes all audios in assets/audios)") | |
| ) | |
| export_format_batch = gr.Radio( | |
| label=i18n("Export Format"), | |
| info=i18n("Select the format to export the audio."), | |
| choices=["WAV", "MP3", "FLAC", "OGG", "M4A"], | |
| value="WAV", | |
| interactive=True, | |
| ) | |
| sid_batch = gr.Dropdown( | |
| label=i18n("Speaker ID"), | |
| info=i18n("Select the speaker ID to use for the conversion."), | |
| choices=get_speakers_id(model_file.value), | |
| value=0, | |
| interactive=True, | |
| ) | |
| split_audio_batch = gr.Checkbox( | |
| label=i18n("Split Audio"), | |
| info=i18n( | |
| "Split the audio into chunks for inference to obtain better results in some cases." | |
| ), | |
| visible=True, | |
| value=False, | |
| interactive=True, | |
| ) | |
| autotune_batch = gr.Checkbox( | |
| label=i18n("Autotune"), | |
| info=i18n( | |
| "Apply a soft autotune to your inferences, recommended for singing conversions." | |
| ), | |
| visible=True, | |
| value=False, | |
| interactive=True, | |
| ) | |
| autotune_strength_batch = gr.Slider( | |
| minimum=0, | |
| maximum=1, | |
| label=i18n("Autotune Strength"), | |
| info=i18n( | |
| "Set the autotune strength - the more you increase it the more it will snap to the chromatic grid." | |
| ), | |
| visible=False, | |
| value=1, | |
| interactive=True, | |
| ) | |
| clean_audio_batch = gr.Checkbox( | |
| label=i18n("Clean Audio"), | |
| info=i18n( | |
| "Clean your audio output using noise detection algorithms, recommended for speaking audios." | |
| ), | |
| visible=True, | |
| value=False, | |
| interactive=True, | |
| ) | |
| clean_strength_batch = gr.Slider( | |
| minimum=0, | |
| maximum=1, | |
| label=i18n("Clean Strength"), | |
| info=i18n( | |
| "Set the clean-up level to the audio you want, the more you increase it the more it will clean up, but it is possible that the audio will be more compressed." | |
| ), | |
| visible=False, | |
| value=0.5, | |
| interactive=True, | |
| ) | |
| upscale_audio_batch = gr.Checkbox( | |
| label=i18n("Upscale Audio"), | |
| info=i18n( | |
| "Upscale the audio to a higher quality, recommended for low-quality audios. (It could take longer to process the audio)" | |
| ), | |
| visible=True, | |
| value=False, | |
| interactive=True, | |
| ) | |
| formant_shifting_batch = gr.Checkbox( | |
| label=i18n("Formant Shifting"), | |
| info=i18n( | |
| "Enable formant shifting. Used for male to female and vice-versa convertions." | |
| ), | |
| value=False, | |
| visible=True, | |
| interactive=True, | |
| ) | |
| with gr.Row(visible=False) as formant_row_batch: | |
| formant_preset_batch = gr.Dropdown( | |
| label=i18n("Browse presets for formanting"), | |
| info=i18n( | |
| "Presets are located in /assets/formant_shift folder" | |
| ), | |
| choices=list_json_files(FORMANTSHIFT_DIR), | |
| visible=False, | |
| interactive=True, | |
| ) | |
| formant_refresh_button_batch = gr.Button( | |
| value="Refresh", | |
| visible=False, | |
| variant="primary", | |
| ) | |
| formant_qfrency_batch = gr.Slider( | |
| value=1.0, | |
| info=i18n("Default value is 1.0"), | |
| label=i18n("Quefrency for formant shifting"), | |
| minimum=0.0, | |
| maximum=16.0, | |
| step=0.1, | |
| visible=False, | |
| interactive=True, | |
| ) | |
| formant_timbre_batch = gr.Slider( | |
| value=1.0, | |
| info=i18n("Default value is 1.0"), | |
| label=i18n("Timbre for formant shifting"), | |
| minimum=0.0, | |
| maximum=16.0, | |
| step=0.1, | |
| visible=False, | |
| interactive=True, | |
| ) | |
| post_process_batch = gr.Checkbox( | |
| label=i18n("Post-Process"), | |
| info=i18n("Post-process the audio to apply effects to the output."), | |
| value=False, | |
| interactive=True, | |
| ) | |
| reverb_batch = gr.Checkbox( | |
| label=i18n("Reverb"), | |
| info=i18n("Apply reverb to the audio."), | |
| value=False, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| reverb_room_size_batch = gr.Slider( | |
| minimum=0, | |
| maximum=1, | |
| label=i18n("Reverb Room Size"), | |
| info=i18n("Set the room size of the reverb."), | |
| value=0.5, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| reverb_damping_batch = gr.Slider( | |
| minimum=0, | |
| maximum=1, | |
| label=i18n("Reverb Damping"), | |
| info=i18n("Set the damping of the reverb."), | |
| value=0.5, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| reverb_wet_gain_batch = gr.Slider( | |
| minimum=0, | |
| maximum=1, | |
| label=i18n("Reverb Wet Gain"), | |
| info=i18n("Set the wet gain of the reverb."), | |
| value=0.33, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| reverb_dry_gain_batch = gr.Slider( | |
| minimum=0, | |
| maximum=1, | |
| label=i18n("Reverb Dry Gain"), | |
| info=i18n("Set the dry gain of the reverb."), | |
| value=0.4, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| reverb_width_batch = gr.Slider( | |
| minimum=0, | |
| maximum=1, | |
| label=i18n("Reverb Width"), | |
| info=i18n("Set the width of the reverb."), | |
| value=1.0, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| reverb_freeze_mode_batch = gr.Slider( | |
| minimum=0, | |
| maximum=1, | |
| label=i18n("Reverb Freeze Mode"), | |
| info=i18n("Set the freeze mode of the reverb."), | |
| value=0.0, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| pitch_shift_batch = gr.Checkbox( | |
| label=i18n("Pitch Shift"), | |
| info=i18n("Apply pitch shift to the audio."), | |
| value=False, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| pitch_shift_semitones_batch = gr.Slider( | |
| minimum=-12, | |
| maximum=12, | |
| label=i18n("Pitch Shift Semitones"), | |
| info=i18n("Set the pitch shift semitones."), | |
| value=0, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| limiter_batch = gr.Checkbox( | |
| label=i18n("Limiter"), | |
| info=i18n("Apply limiter to the audio."), | |
| value=False, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| limiter_threshold_batch = gr.Slider( | |
| minimum=-60, | |
| maximum=0, | |
| label=i18n("Limiter Threshold dB"), | |
| info=i18n("Set the limiter threshold dB."), | |
| value=-6, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| limiter_release_time_batch = gr.Slider( | |
| minimum=0.01, | |
| maximum=1, | |
| label=i18n("Limiter Release Time"), | |
| info=i18n("Set the limiter release time."), | |
| value=0.05, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| gain_batch = gr.Checkbox( | |
| label=i18n("Gain"), | |
| info=i18n("Apply gain to the audio."), | |
| value=False, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| gain_db_batch = gr.Slider( | |
| minimum=-60, | |
| maximum=60, | |
| label=i18n("Gain dB"), | |
| info=i18n("Set the gain dB."), | |
| value=0, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| distortion_batch = gr.Checkbox( | |
| label=i18n("Distortion"), | |
| info=i18n("Apply distortion to the audio."), | |
| value=False, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| distortion_gain_batch = gr.Slider( | |
| minimum=-60, | |
| maximum=60, | |
| label=i18n("Distortion Gain"), | |
| info=i18n("Set the distortion gain."), | |
| value=25, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| chorus_batch = gr.Checkbox( | |
| label=i18n("chorus"), | |
| info=i18n("Apply chorus to the audio."), | |
| value=False, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| chorus_rate_batch = gr.Slider( | |
| minimum=0, | |
| maximum=100, | |
| label=i18n("Chorus Rate Hz"), | |
| info=i18n("Set the chorus rate Hz."), | |
| value=1.0, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| chorus_depth_batch = gr.Slider( | |
| minimum=0, | |
| maximum=1, | |
| label=i18n("chorus Depth"), | |
| info=i18n("Set the chorus depth."), | |
| value=0.25, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| chorus_center_delay_batch = gr.Slider( | |
| minimum=7, | |
| maximum=8, | |
| label=i18n("chorus Center Delay ms"), | |
| info=i18n("Set the chorus center delay ms."), | |
| value=7, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| chorus_feedback_batch = gr.Slider( | |
| minimum=0, | |
| maximum=1, | |
| label=i18n("chorus Feedback"), | |
| info=i18n("Set the chorus feedback."), | |
| value=0.0, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| chorus_mix_batch = gr.Slider( | |
| minimum=0, | |
| maximum=1, | |
| label=i18n("Chorus Mix"), | |
| info=i18n("Set the chorus mix."), | |
| value=0.5, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| bitcrush_batch = gr.Checkbox( | |
| label=i18n("Bitcrush"), | |
| info=i18n("Apply bitcrush to the audio."), | |
| value=False, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| bitcrush_bit_depth_batch = gr.Slider( | |
| minimum=1, | |
| maximum=32, | |
| label=i18n("Bitcrush Bit Depth"), | |
| info=i18n("Set the bitcrush bit depth."), | |
| value=8, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| clipping_batch = gr.Checkbox( | |
| label=i18n("Clipping"), | |
| info=i18n("Apply clipping to the audio."), | |
| value=False, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| clipping_threshold_batch = gr.Slider( | |
| minimum=-60, | |
| maximum=0, | |
| label=i18n("Clipping Threshold"), | |
| info=i18n("Set the clipping threshold."), | |
| value=-6, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| compressor_batch = gr.Checkbox( | |
| label=i18n("Compressor"), | |
| info=i18n("Apply compressor to the audio."), | |
| value=False, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| compressor_threshold_batch = gr.Slider( | |
| minimum=-60, | |
| maximum=0, | |
| label=i18n("Compressor Threshold dB"), | |
| info=i18n("Set the compressor threshold dB."), | |
| value=0, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| compressor_ratio_batch = gr.Slider( | |
| minimum=1, | |
| maximum=20, | |
| label=i18n("Compressor Ratio"), | |
| info=i18n("Set the compressor ratio."), | |
| value=1, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| compressor_attack_batch = gr.Slider( | |
| minimum=0.0, | |
| maximum=100, | |
| label=i18n("Compressor Attack ms"), | |
| info=i18n("Set the compressor attack ms."), | |
| value=1.0, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| compressor_release_batch = gr.Slider( | |
| minimum=0.01, | |
| maximum=100, | |
| label=i18n("Compressor Release ms"), | |
| info=i18n("Set the compressor release ms."), | |
| value=100, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| delay_batch = gr.Checkbox( | |
| label=i18n("Delay"), | |
| info=i18n("Apply delay to the audio."), | |
| value=False, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| delay_seconds_batch = gr.Slider( | |
| minimum=0.0, | |
| maximum=5.0, | |
| label=i18n("Delay Seconds"), | |
| info=i18n("Set the delay seconds."), | |
| value=0.5, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| delay_feedback_batch = gr.Slider( | |
| minimum=0.0, | |
| maximum=1.0, | |
| label=i18n("Delay Feedback"), | |
| info=i18n("Set the delay feedback."), | |
| value=0.0, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| delay_mix_batch = gr.Slider( | |
| minimum=0.0, | |
| maximum=1.0, | |
| label=i18n("Delay Mix"), | |
| info=i18n("Set the delay mix."), | |
| value=0.5, | |
| interactive=True, | |
| visible=False, | |
| ) | |
| with gr.Accordion(i18n("Preset Settings"), open=False): | |
| with gr.Row(): | |
| preset_dropdown = gr.Dropdown( | |
| label=i18n("Select Custom Preset"), | |
| interactive=True, | |
| ) | |
| presets_batch_refresh_button = gr.Button( | |
| i18n("Refresh Presets") | |
| ) | |
| import_file = gr.File( | |
| label=i18n("Select file to import"), | |
| file_count="single", | |
| type="filepath", | |
| interactive=True, | |
| ) | |
| import_file.change( | |
| import_presets_button, | |
| inputs=import_file, | |
| outputs=[preset_dropdown], | |
| ) | |
| presets_batch_refresh_button.click( | |
| refresh_presets, outputs=preset_dropdown | |
| ) | |
| with gr.Row(): | |
| preset_name_input = gr.Textbox( | |
| label=i18n("Preset Name"), | |
| placeholder=i18n("Enter preset name"), | |
| ) | |
| export_button = gr.Button(i18n("Export Preset")) | |
| pitch_batch = gr.Slider( | |
| minimum=-24, | |
| maximum=24, | |
| step=1, | |
| label=i18n("Pitch"), | |
| info=i18n( | |
| "Set the pitch of the audio, the higher the value, the higher the pitch." | |
| ), | |
| value=0, | |
| interactive=True, | |
| ) | |
| filter_radius_batch = gr.Slider( | |
| minimum=0, | |
| maximum=7, | |
| label=i18n("Filter Radius"), | |
| info=i18n( | |
| "If the number is greater than or equal to three, employing median filtering on the collected tone results has the potential to decrease respiration." | |
| ), | |
| value=3, | |
| step=1, | |
| interactive=True, | |
| ) | |
| index_rate_batch = gr.Slider( | |
| minimum=0, | |
| maximum=1, | |
| label=i18n("Search Feature Ratio"), | |
| info=i18n( | |
| "Influence exerted by the index file; a higher value corresponds to greater influence. However, opting for lower values can help mitigate artifacts present in the audio." | |
| ), | |
| value=0.75, | |
| interactive=True, | |
| ) | |
| rms_mix_rate_batch = gr.Slider( | |
| minimum=0, | |
| maximum=1, | |
| label=i18n("Volume Envelope"), | |
| info=i18n( | |
| "Substitute or blend with the volume envelope of the output. The closer the ratio is to 1, the more the output envelope is employed." | |
| ), | |
| value=1, | |
| interactive=True, | |
| ) | |
| protect_batch = gr.Slider( | |
| minimum=0, | |
| maximum=0.5, | |
| label=i18n("Protect Voiceless Consonants"), | |
| info=i18n( | |
| "Safeguard distinct consonants and breathing sounds to prevent electro-acoustic tearing and other artifacts. Pulling the parameter to its maximum value of 0.5 offers comprehensive protection. However, reducing this value might decrease the extent of protection while potentially mitigating the indexing effect." | |
| ), | |
| value=0.5, | |
| interactive=True, | |
| ) | |
| preset_dropdown.change( | |
| update_sliders, | |
| inputs=preset_dropdown, | |
| outputs=[ | |
| pitch_batch, | |
| filter_radius_batch, | |
| index_rate_batch, | |
| rms_mix_rate_batch, | |
| protect_batch, | |
| ], | |
| ) | |
| export_button.click( | |
| export_presets_button, | |
| inputs=[ | |
| preset_name_input, | |
| pitch, | |
| filter_radius, | |
| index_rate, | |
| rms_mix_rate, | |
| protect, | |
| ], | |
| outputs=[], | |
| ) | |
| hop_length_batch = gr.Slider( | |
| minimum=1, | |
| maximum=512, | |
| step=1, | |
| label=i18n("Hop Length"), | |
| info=i18n( | |
| "Denotes the duration it takes for the system to transition to a significant pitch change. Smaller hop lengths require more time for inference but tend to yield higher pitch accuracy." | |
| ), | |
| visible=False, | |
| value=128, | |
| interactive=True, | |
| ) | |
| f0_method_batch = gr.Radio( | |
| label=i18n("Pitch extraction algorithm"), | |
| info=i18n( | |
| "Pitch extraction algorithm to use for the audio conversion. The default algorithm is rmvpe, which is recommended for most cases." | |
| ), | |
| choices=[ | |
| "crepe", | |
| "crepe-tiny", | |
| "rmvpe", | |
| "fcpe", | |
| "hybrid[rmvpe+fcpe]", | |
| ], | |
| value="rmvpe", | |
| interactive=True, | |
| ) | |
| embedder_model_batch = gr.Radio( | |
| label=i18n("Embedder Model"), | |
| info=i18n("Model used for learning speaker embedding."), | |
| choices=[ | |
| "contentvec", | |
| "chinese-hubert-base", | |
| "japanese-hubert-base", | |
| "korean-hubert-base", | |
| "custom", | |
| ], | |
| value="contentvec", | |
| interactive=True, | |
| ) | |
| f0_file_batch = gr.File( | |
| label=i18n( | |
| "The f0 curve represents the variations in the base frequency of a voice over time, showing how pitch rises and falls." | |
| ), | |
| visible=True, | |
| ) | |
| with gr.Column(visible=False) as embedder_custom_batch: | |
| with gr.Accordion(i18n("Custom Embedder"), open=True): | |
| with gr.Row(): | |
| embedder_model_custom_batch = gr.Dropdown( | |
| label=i18n("Select Custom Embedder"), | |
| choices=refresh_embedders_folders(), | |
| interactive=True, | |
| allow_custom_value=True, | |
| ) | |
| refresh_embedders_button_batch = gr.Button( | |
| i18n("Refresh embedders") | |
| ) | |
| folder_name_input_batch = gr.Textbox( | |
| label=i18n("Folder Name"), interactive=True | |
| ) | |
| with gr.Row(): | |
| bin_file_upload_batch = gr.File( | |
| label=i18n("Upload .bin"), | |
| type="filepath", | |
| interactive=True, | |
| ) | |
| config_file_upload_batch = gr.File( | |
| label=i18n("Upload .json"), | |
| type="filepath", | |
| interactive=True, | |
| ) | |
| move_files_button_batch = gr.Button( | |
| i18n("Move files to custom embedder folder") | |
| ) | |
| convert_button2 = gr.Button(i18n("Convert")) | |
| stop_button = gr.Button(i18n("Stop convert"), visible=False) | |
| stop_button.click(fn=stop_infer, inputs=[], outputs=[]) | |
| with gr.Row(): | |
| vc_output3 = gr.Textbox( | |
| label=i18n("Output Information"), | |
| info=i18n("The output information will be displayed here."), | |
| ) | |
| def toggle_visible(checkbox): | |
| return {"visible": checkbox, "__type__": "update"} | |
| def toggle_visible_hop_length(f0_method): | |
| if f0_method == "crepe" or f0_method == "crepe-tiny": | |
| return {"visible": True, "__type__": "update"} | |
| return {"visible": False, "__type__": "update"} | |
| def toggle_visible_embedder_custom(embedder_model): | |
| if embedder_model == "custom": | |
| return {"visible": True, "__type__": "update"} | |
| return {"visible": False, "__type__": "update"} | |
| def enable_stop_convert_button(): | |
| return {"visible": False, "__type__": "update"}, { | |
| "visible": True, | |
| "__type__": "update", | |
| } | |
| def disable_stop_convert_button(): | |
| return {"visible": True, "__type__": "update"}, { | |
| "visible": False, | |
| "__type__": "update", | |
| } | |
| def toggle_visible_formant_shifting(checkbox): | |
| if checkbox: | |
| return ( | |
| gr.update(visible=True), | |
| gr.update(visible=True), | |
| gr.update(visible=True), | |
| gr.update(visible=True), | |
| gr.update(visible=True), | |
| ) | |
| else: | |
| return ( | |
| gr.update(visible=False), | |
| gr.update(visible=False), | |
| gr.update(visible=False), | |
| gr.update(visible=False), | |
| gr.update(visible=False), | |
| ) | |
| def update_visibility(checkbox, count): | |
| return [gr.update(visible=checkbox) for _ in range(count)] | |
| def post_process_visible(checkbox): | |
| return update_visibility(checkbox, 10) | |
| def reverb_visible(checkbox): | |
| return update_visibility(checkbox, 6) | |
| def limiter_visible(checkbox): | |
| return update_visibility(checkbox, 2) | |
| def chorus_visible(checkbox): | |
| return update_visibility(checkbox, 6) | |
| def bitcrush_visible(checkbox): | |
| return update_visibility(checkbox, 1) | |
| def compress_visible(checkbox): | |
| return update_visibility(checkbox, 4) | |
| def delay_visible(checkbox): | |
| return update_visibility(checkbox, 3) | |
| autotune.change( | |
| fn=toggle_visible, | |
| inputs=[autotune], | |
| outputs=[autotune_strength], | |
| ) | |
| clean_audio.change( | |
| fn=toggle_visible, | |
| inputs=[clean_audio], | |
| outputs=[clean_strength], | |
| ) | |
| formant_shifting.change( | |
| fn=toggle_visible_formant_shifting, | |
| inputs=[formant_shifting], | |
| outputs=[ | |
| formant_row, | |
| formant_preset, | |
| formant_refresh_button, | |
| formant_qfrency, | |
| formant_timbre, | |
| ], | |
| ) | |
| formant_shifting_batch.change( | |
| fn=toggle_visible_formant_shifting, | |
| inputs=[formant_shifting], | |
| outputs=[ | |
| formant_row_batch, | |
| formant_preset_batch, | |
| formant_refresh_button_batch, | |
| formant_qfrency_batch, | |
| formant_timbre_batch, | |
| ], | |
| ) | |
| formant_refresh_button.click( | |
| fn=refresh_formant, | |
| inputs=[], | |
| outputs=[formant_preset], | |
| ) | |
| formant_preset.change( | |
| fn=update_sliders_formant, | |
| inputs=[formant_preset], | |
| outputs=[ | |
| formant_qfrency, | |
| formant_timbre, | |
| ], | |
| ) | |
| formant_preset_batch.change( | |
| fn=update_sliders_formant, | |
| inputs=[formant_preset_batch], | |
| outputs=[ | |
| formant_qfrency, | |
| formant_timbre, | |
| ], | |
| ) | |
| post_process.change( | |
| fn=post_process_visible, | |
| inputs=[post_process], | |
| outputs=[ | |
| reverb, | |
| pitch_shift, | |
| limiter, | |
| gain, | |
| distortion, | |
| chorus, | |
| bitcrush, | |
| clipping, | |
| compressor, | |
| delay, | |
| ], | |
| ) | |
| reverb.change( | |
| fn=reverb_visible, | |
| inputs=[reverb], | |
| outputs=[ | |
| reverb_room_size, | |
| reverb_damping, | |
| reverb_wet_gain, | |
| reverb_dry_gain, | |
| reverb_width, | |
| reverb_freeze_mode, | |
| ], | |
| ) | |
| pitch_shift.change( | |
| fn=toggle_visible, | |
| inputs=[pitch_shift], | |
| outputs=[pitch_shift_semitones], | |
| ) | |
| limiter.change( | |
| fn=limiter_visible, | |
| inputs=[limiter], | |
| outputs=[limiter_threshold, limiter_release_time], | |
| ) | |
| gain.change( | |
| fn=toggle_visible, | |
| inputs=[gain], | |
| outputs=[gain_db], | |
| ) | |
| distortion.change( | |
| fn=toggle_visible, | |
| inputs=[distortion], | |
| outputs=[distortion_gain], | |
| ) | |
| chorus.change( | |
| fn=chorus_visible, | |
| inputs=[chorus], | |
| outputs=[ | |
| chorus_rate, | |
| chorus_depth, | |
| chorus_center_delay, | |
| chorus_feedback, | |
| chorus_mix, | |
| ], | |
| ) | |
| bitcrush.change( | |
| fn=bitcrush_visible, | |
| inputs=[bitcrush], | |
| outputs=[bitcrush_bit_depth], | |
| ) | |
| clipping.change( | |
| fn=toggle_visible, | |
| inputs=[clipping], | |
| outputs=[clipping_threshold], | |
| ) | |
| compressor.change( | |
| fn=compress_visible, | |
| inputs=[compressor], | |
| outputs=[ | |
| compressor_threshold, | |
| compressor_ratio, | |
| compressor_attack, | |
| compressor_release, | |
| ], | |
| ) | |
| delay.change( | |
| fn=delay_visible, | |
| inputs=[delay], | |
| outputs=[delay_seconds, delay_feedback, delay_mix], | |
| ) | |
| post_process_batch.change( | |
| fn=post_process_visible, | |
| inputs=[post_process_batch], | |
| outputs=[ | |
| reverb_batch, | |
| pitch_shift_batch, | |
| limiter_batch, | |
| gain_batch, | |
| distortion_batch, | |
| chorus_batch, | |
| bitcrush_batch, | |
| clipping_batch, | |
| compressor_batch, | |
| delay_batch, | |
| ], | |
| ) | |
| reverb_batch.change( | |
| fn=reverb_visible, | |
| inputs=[reverb_batch], | |
| outputs=[ | |
| reverb_room_size_batch, | |
| reverb_damping_batch, | |
| reverb_wet_gain_batch, | |
| reverb_dry_gain_batch, | |
| reverb_width_batch, | |
| reverb_freeze_mode_batch, | |
| ], | |
| ) | |
| pitch_shift_batch.change( | |
| fn=toggle_visible, | |
| inputs=[pitch_shift_batch], | |
| outputs=[pitch_shift_semitones_batch], | |
| ) | |
| limiter_batch.change( | |
| fn=limiter_visible, | |
| inputs=[limiter_batch], | |
| outputs=[limiter_threshold_batch, limiter_release_time_batch], | |
| ) | |
| gain_batch.change( | |
| fn=toggle_visible, | |
| inputs=[gain_batch], | |
| outputs=[gain_db_batch], | |
| ) | |
| distortion_batch.change( | |
| fn=toggle_visible, | |
| inputs=[distortion_batch], | |
| outputs=[distortion_gain_batch], | |
| ) | |
| chorus_batch.change( | |
| fn=chorus_visible, | |
| inputs=[chorus_batch], | |
| outputs=[ | |
| chorus_rate_batch, | |
| chorus_depth_batch, | |
| chorus_center_delay_batch, | |
| chorus_feedback_batch, | |
| chorus_mix_batch, | |
| ], | |
| ) | |
| bitcrush_batch.change( | |
| fn=bitcrush_visible, | |
| inputs=[bitcrush_batch], | |
| outputs=[bitcrush_bit_depth_batch], | |
| ) | |
| clipping_batch.change( | |
| fn=toggle_visible, | |
| inputs=[clipping_batch], | |
| outputs=[clipping_threshold_batch], | |
| ) | |
| compressor_batch.change( | |
| fn=compress_visible, | |
| inputs=[compressor_batch], | |
| outputs=[ | |
| compressor_threshold_batch, | |
| compressor_ratio_batch, | |
| compressor_attack_batch, | |
| compressor_release_batch, | |
| ], | |
| ) | |
| delay_batch.change( | |
| fn=delay_visible, | |
| inputs=[delay_batch], | |
| outputs=[delay_seconds_batch, delay_feedback_batch, delay_mix_batch], | |
| ) | |
| autotune_batch.change( | |
| fn=toggle_visible, | |
| inputs=[autotune_batch], | |
| outputs=[autotune_strength_batch], | |
| ) | |
| clean_audio_batch.change( | |
| fn=toggle_visible, | |
| inputs=[clean_audio_batch], | |
| outputs=[clean_strength_batch], | |
| ) | |
| f0_method.change( | |
| fn=toggle_visible_hop_length, | |
| inputs=[f0_method], | |
| outputs=[hop_length], | |
| ) | |
| f0_method_batch.change( | |
| fn=toggle_visible_hop_length, | |
| inputs=[f0_method_batch], | |
| outputs=[hop_length_batch], | |
| ) | |
| refresh_button.click( | |
| fn=change_choices, | |
| inputs=[model_file], | |
| outputs=[model_file, index_file, audio, sid, sid_batch], | |
| ) | |
| audio.change( | |
| fn=output_path_fn, | |
| inputs=[audio], | |
| outputs=[output_path], | |
| ) | |
| upload_audio.upload( | |
| fn=save_to_wav2, | |
| inputs=[upload_audio], | |
| outputs=[audio, output_path], | |
| ) | |
| upload_audio.stop_recording( | |
| fn=save_to_wav, | |
| inputs=[upload_audio], | |
| outputs=[audio, output_path], | |
| ) | |
| clear_outputs_infer.click( | |
| fn=delete_outputs, | |
| inputs=[], | |
| outputs=[], | |
| ) | |
| clear_outputs_batch.click( | |
| fn=delete_outputs, | |
| inputs=[], | |
| outputs=[], | |
| ) | |
| embedder_model.change( | |
| fn=toggle_visible_embedder_custom, | |
| inputs=[embedder_model], | |
| outputs=[embedder_custom], | |
| ) | |
| embedder_model_batch.change( | |
| fn=toggle_visible_embedder_custom, | |
| inputs=[embedder_model_batch], | |
| outputs=[embedder_custom_batch], | |
| ) | |
| move_files_button.click( | |
| fn=create_folder_and_move_files, | |
| inputs=[folder_name_input, bin_file_upload, config_file_upload], | |
| outputs=[], | |
| ) | |
| refresh_embedders_button.click( | |
| fn=lambda: gr.update(choices=refresh_embedders_folders()), | |
| inputs=[], | |
| outputs=[embedder_model_custom], | |
| ) | |
| move_files_button_batch.click( | |
| fn=create_folder_and_move_files, | |
| inputs=[ | |
| folder_name_input_batch, | |
| bin_file_upload_batch, | |
| config_file_upload_batch, | |
| ], | |
| outputs=[], | |
| ) | |
| refresh_embedders_button_batch.click( | |
| fn=lambda: gr.update(choices=refresh_embedders_folders()), | |
| inputs=[], | |
| outputs=[embedder_model_custom_batch], | |
| ) | |
| convert_button1.click( | |
| fn=run_infer_script, | |
| inputs=[ | |
| pitch, | |
| filter_radius, | |
| index_rate, | |
| rms_mix_rate, | |
| protect, | |
| hop_length, | |
| f0_method, | |
| audio, | |
| output_path, | |
| model_file, | |
| index_file, | |
| split_audio, | |
| autotune, | |
| autotune_strength, | |
| clean_audio, | |
| clean_strength, | |
| export_format, | |
| upscale_audio, | |
| f0_file, | |
| embedder_model, | |
| embedder_model_custom, | |
| formant_shifting, | |
| formant_qfrency, | |
| formant_timbre, | |
| post_process, | |
| reverb, | |
| pitch_shift, | |
| limiter, | |
| gain, | |
| distortion, | |
| chorus, | |
| bitcrush, | |
| clipping, | |
| compressor, | |
| delay, | |
| reverb_room_size, | |
| reverb_damping, | |
| reverb_wet_gain, | |
| reverb_dry_gain, | |
| reverb_width, | |
| reverb_freeze_mode, | |
| pitch_shift_semitones, | |
| limiter_threshold, | |
| limiter_release_time, | |
| gain_db, | |
| distortion_gain, | |
| chorus_rate, | |
| chorus_depth, | |
| chorus_center_delay, | |
| chorus_feedback, | |
| chorus_mix, | |
| bitcrush_bit_depth, | |
| clipping_threshold, | |
| compressor_threshold, | |
| compressor_ratio, | |
| compressor_attack, | |
| compressor_release, | |
| delay_seconds, | |
| delay_feedback, | |
| delay_mix, | |
| sid, | |
| ], | |
| outputs=[vc_output1, vc_output2], | |
| ) | |
| convert_button2.click( | |
| fn=run_batch_infer_script, | |
| inputs=[ | |
| pitch_batch, | |
| filter_radius_batch, | |
| index_rate_batch, | |
| rms_mix_rate_batch, | |
| protect_batch, | |
| hop_length_batch, | |
| f0_method_batch, | |
| input_folder_batch, | |
| output_folder_batch, | |
| model_file, | |
| index_file, | |
| split_audio_batch, | |
| autotune_batch, | |
| autotune_strength_batch, | |
| clean_audio_batch, | |
| clean_strength_batch, | |
| export_format_batch, | |
| upscale_audio_batch, | |
| f0_file_batch, | |
| embedder_model_batch, | |
| embedder_model_custom_batch, | |
| formant_shifting_batch, | |
| formant_qfrency_batch, | |
| formant_timbre_batch, | |
| post_process_batch, | |
| reverb_batch, | |
| pitch_shift_batch, | |
| limiter_batch, | |
| gain_batch, | |
| distortion_batch, | |
| chorus_batch, | |
| bitcrush_batch, | |
| clipping_batch, | |
| compressor_batch, | |
| delay_batch, | |
| reverb_room_size_batch, | |
| reverb_damping_batch, | |
| reverb_wet_gain_batch, | |
| reverb_dry_gain_batch, | |
| reverb_width_batch, | |
| reverb_freeze_mode_batch, | |
| pitch_shift_semitones_batch, | |
| limiter_threshold_batch, | |
| limiter_release_time_batch, | |
| gain_db_batch, | |
| distortion_gain_batch, | |
| chorus_rate_batch, | |
| chorus_depth_batch, | |
| chorus_center_delay_batch, | |
| chorus_feedback_batch, | |
| chorus_mix_batch, | |
| bitcrush_bit_depth_batch, | |
| clipping_threshold_batch, | |
| compressor_threshold_batch, | |
| compressor_ratio_batch, | |
| compressor_attack_batch, | |
| compressor_release_batch, | |
| delay_seconds_batch, | |
| delay_feedback_batch, | |
| delay_mix_batch, | |
| sid_batch, | |
| ], | |
| outputs=[vc_output3], | |
| ) | |
| convert_button2.click( | |
| fn=enable_stop_convert_button, | |
| inputs=[], | |
| outputs=[convert_button2, stop_button], | |
| ) | |
| stop_button.click( | |
| fn=disable_stop_convert_button, | |
| inputs=[], | |
| outputs=[convert_button2, stop_button], | |
| ) | |