| import gradio as gr | |
| import os, shutil | |
| import subprocess, glob | |
| from datetime import datetime | |
| from tools.useftools import * | |
| os.environ["rmvpe_root"] = "assets/rmvpe" | |
| os.environ['index_root']="logs" | |
| os.environ['weight_root']="assets/weights" | |
| from infer.modules.vc.modules import VC | |
| from configs.config import Config | |
| import torch | |
| from next import * | |
| os.makedirs(os.path.join(".", "audios"), exist_ok=True) | |
| config = Config() | |
| vc = VC(config) | |
| def warn(text): | |
| try: gr.Warning(text) | |
| except: pass | |
| def load_model(model_picker,index_picker): | |
| logs = show_available("logs") | |
| if model_picker.replace(".pth","") in logs: | |
| log = model_picker.replace(".pth","") | |
| else: | |
| log = index_picker | |
| warn("Could not find a matching index file.") | |
| vc.get_vc(model_picker,0,0) | |
| return {"choices":logs,"value":log,"__type__": "update"} | |
| def convert(audio_picker,model_picker,index_picker,index_rate,pitch,method): | |
| warn("Your audio is being converted. Please wait.") | |
| now = datetime.now().strftime("%d%m%Y%H%M%S") | |
| index_files = glob.glob(f"logs/{index_picker}/*.index") | |
| if index_files: | |
| print(f"Found index: {index_files[0]}") | |
| else: | |
| warn("Sorry, I couldn't find your .index file.") | |
| print("Did not find a matching .index file") | |
| index_files = [f'logs/{model_picker}/fake_index.index'] | |
| device = "cuda" if torch.cuda.is_available() else "cpu" | |
| command = [ | |
| "python", | |
| "tools/infer_cli.py", | |
| "--f0up_key", str(pitch), | |
| "--input_path", f"audios/{audio_picker}", | |
| "--index_path", index_files[0], | |
| "--f0method", method, | |
| "--opt_path", f"audios/cli_output_{now}.wav", | |
| "--model_name", f"{model_picker}", | |
| "--index_rate", str(float(index_rate)), | |
| "--device", device, | |
| "--filter_radius", "3", | |
| "--resample_sr", "0", | |
| "--rms_mix_rate", "0.0", | |
| "--protect", "0" | |
| ] | |
| try: | |
| process = subprocess.run(command, check=True) | |
| print("Script executed successfully.") | |
| return {"choices":show_available("audios"),"__type__":"update","value":f"cli_output_{now}.wav"},f"audios/cli_output_{now}.wav" | |
| except subprocess.CalledProcessError as e: | |
| print(f"Error: {e}") | |
| return {"choices":show_available("audios"),"__type__":"update"}, None | |
| assets_folder = "assets" | |
| if not os.path.exists(assets_folder): | |
| os.makedirs(assets_folder) | |
| files = { | |
| "rmvpe/rmvpe.pt":"https://huggingface.co/Hev832/baser-vc/blob/main/rmvpe.pt", | |
| "hubert/hubert_base.pt":"https://huggingface.co/Hev832/baser-vc/blob/main/hubert_base.pt" | |
| } | |
| for file, link in files.items(): | |
| file_path = os.path.join(assets_folder, file) | |
| if not os.path.exists(file_path): | |
| try: | |
| subprocess.run(['wget', link, '-O', file_path], check=True) | |
| except subprocess.CalledProcessError as e: | |
| print(f"Error downloading {file}: {e}") | |
| def download_from_url(url, model): | |
| if model =='': | |
| try: | |
| model = url.split('/')[-1].split('?')[0] | |
| except: | |
| return "You need to name your model. For example: My-Model", {"choices":show_available("assets/weights"),"__type__":"update"} | |
| url=url.replace('/blob/main/','/resolve/main/') | |
| model=model.replace('.pth','').replace('.index','').replace('.zip','') | |
| print(f"Model name: {model}") | |
| if url == '': | |
| return "URL cannot be left empty.", {"choices":show_available("assets/weights"),"__type__":"update"} | |
| url = url.strip() | |
| zip_dirs = ["zips", "unzips"] | |
| for directory in zip_dirs: | |
| if os.path.exists(directory): | |
| shutil.rmtree(directory) | |
| os.makedirs("zips", exist_ok=True) | |
| os.makedirs("unzips", exist_ok=True) | |
| zipfile = model + '.zip' | |
| zipfile_path = './zips/' + zipfile | |
| try: | |
| if url.endswith('.pth'): | |
| subprocess.run(["wget", url, "-O", f'./assets/weights/{model}.pth']) | |
| return f"Sucessfully downloaded as {model}.pth", {"choices":show_available("assets/weights"),"__type__":"update"} | |
| elif url.endswith('.index'): | |
| if not os.path.exists(f'./logs/{model}'): os.makedirs(f'./logs/{model}') | |
| subprocess.run(["wget", url, "-O", f'./logs/{model}/added_{model}.index']) | |
| return f"Successfully downloaded as added_{model}.index", {"choices":show_available("assets/weights"),"__type__":"update"} | |
| if "drive.google.com" in url: | |
| subprocess.run(["gdown", url, "--fuzzy", "-O", zipfile_path]) | |
| elif "mega.nz" in url: | |
| m = Mega() | |
| m.download_url(url, './zips') | |
| else: | |
| subprocess.run(["wget", url, "-O", zipfile_path]) | |
| for filename in os.listdir("./zips"): | |
| if filename.endswith(".zip"): | |
| zipfile_path = os.path.join("./zips/",filename) | |
| shutil.unpack_archive(zipfile_path, "./unzips", 'zip') | |
| for root, dirs, files in os.walk('./unzips'): | |
| for file in files: | |
| file_path = os.path.join(root, file) | |
| if file.endswith(".index"): | |
| os.mkdir(f'./logs/{model}') | |
| shutil.copy2(file_path,f'./logs/{model}') | |
| elif "G_" not in file and "D_" not in file and file.endswith(".pth"): | |
| shutil.copy(file_path,f'./assets/weights/{model}.pth') | |
| elif filename.endswith(".pth"): | |
| shutil.copy2(os.path.join("./zips/",filename),f'./assets/weights/{model}.pth') | |
| elif filename.endswith(".index"): | |
| os.mkdir(f'./logs/{model}') | |
| shutil.copy2(os.path.join("./zips/",filename),f'./logs/{model}/') | |
| else: | |
| return "No zipfile found.", {"choices":show_available("assets/weights"),"__type__":"update"} | |
| shutil.rmtree("zips") | |
| shutil.rmtree("unzips") | |
| return "Success.", {"choices":show_available("assets/weights"),"__type__":"update"} | |
| except: | |
| return "There's been an error.", {"choices":show_available("assets/weights"),"__type__":"update"} | |
| def import_from_name(model): | |
| try: | |
| url = models[f'{model}'] | |
| except: | |
| return "", {"__type__":"update"} | |
| url=url.replace('/blob/main/','/resolve/main/') | |
| print(f"Model name: {model}") | |
| if url == '': | |
| return "", {"__type__":"update"} | |
| url = url.strip() | |
| zip_dirs = ["zips", "unzips"] | |
| for directory in zip_dirs: | |
| if os.path.exists(directory): | |
| shutil.rmtree(directory) | |
| os.makedirs("zips", exist_ok=True) | |
| os.makedirs("unzips", exist_ok=True) | |
| zipfile = model + '.zip' | |
| zipfile_path = './zips/' + zipfile | |
| try: | |
| if url.endswith('.pth'): | |
| subprocess.run(["wget", url, "-O", f'./assets/weights/{model}.pth']) | |
| return f"", {"choices":show_available("assets/weights"),"__type__":"update","value":f"{model}.pth"} | |
| if "drive.google.com" in url: | |
| subprocess.run(["gdown", url, "--fuzzy", "-O", zipfile_path]) | |
| elif "mega.nz" in url: | |
| m = Mega() | |
| m.download_url(url, './zips') | |
| else: | |
| subprocess.run(["wget", url, "-O", zipfile_path]) | |
| for filename in os.listdir("./zips"): | |
| if filename.endswith(".zip"): | |
| zipfile_path = os.path.join("./zips/",filename) | |
| shutil.unpack_archive(zipfile_path, "./unzips", 'zip') | |
| for root, dirs, files in os.walk('./unzips'): | |
| for file in files: | |
| file_path = os.path.join(root, file) | |
| if file.endswith(".index"): | |
| os.mkdir(f'./logs/{model}') | |
| shutil.copy2(file_path,f'./logs/{model}') | |
| elif "G_" not in file and "D_" not in file and file.endswith(".pth"): | |
| shutil.copy(file_path,f'./assets/weights/{model}.pth') | |
| elif filename.endswith(".pth"): | |
| shutil.copy2(os.path.join("./zips/",filename),f'./assets/weights/{model}.pth') | |
| elif filename.endswith(".index"): | |
| os.mkdir(f'./logs/{model}') | |
| shutil.copy2(os.path.join("./zips/",filename),f'./logs/{model}/') | |
| else: | |
| return "", {"__type__":"update"} | |
| shutil.rmtree("zips") | |
| shutil.rmtree("unzips") | |
| return "", {"choices":show_available("assets/weights"),"__type__":"update","value":f"{model}.pth"} | |
| except: | |
| return "", {"__type__":"update"} | |
| def show_available(filepath,format=None): | |
| if format: | |
| print(f"Format: {format}") | |
| files = [] | |
| for file in os.listdir(filepath): | |
| if file.endswith(format): | |
| print(f"Matches format: {file}") | |
| files.append(file) | |
| else: | |
| print(f"Does not match format: {file}") | |
| print(f"Matches: {files}") | |
| if len(files) < 1: | |
| return [''] | |
| return files | |
| if len(os.listdir(filepath)) < 1: | |
| return [''] | |
| return os.listdir(filepath) | |
| def upload_file(file): | |
| audio_formats = ['.wav', '.mp3', '.ogg', '.flac', '.aac'] | |
| print(file) | |
| try: | |
| _, ext = os.path.splitext(file.name) | |
| filename = os.path.basename(file.name) | |
| file_path = file.name | |
| except AttributeError: | |
| _, ext = os.path.splitext(file) | |
| filename = os.path.basename(file) | |
| file_path = file | |
| if ext.lower() in audio_formats: | |
| if os.path.exists(f'audios/{filename}'): | |
| os.remove(f'audios/{filename}') | |
| shutil.move(file_path,'audios') | |
| else: | |
| warn('File incompatible') | |
| return {"choices":show_available('audios'),"__type__": "update","value":filename} | |
| def refresh_audio(): | |
| return {"choices":show_available("audios"),"__type__": "update"} | |
| def refresh_model(): | |
| return {"choices":show_available("assets/weights",".pth"),"__type__": "update"},{"choices":show_available("logs"),"__type__": "update"} | |
| def update_audio_player(choice): | |
| return os.path.join("audios",choice) | |
| with gr.Blocks(theme=blue_theme) as app: | |
| gr.Markdown("# Nex RVC 💻") | |
| gr.Markdown("## Easy and fast RVC 🗣️") | |
| with gr.TabItem("inference"): | |
| model_picker = gr.Dropdown(label="Model: ", choices=show_available('assets/weights', '.pth'), value=show_available('assets/weights', '.pth')[0], interactive=True, allow_custom_value=True) | |
| index_picker = gr.Dropdown(label="Index:", choices=show_available('logs'), value=show_available('logs')[0], interactive=True, allow_custom_value=True) | |
| model_picker.change(fn=load_model, inputs=[model_picker, index_picker], outputs=[index_picker]) | |
| with gr.Row(): | |
| model_refresher = gr.Button("Refresh Model") | |
| model_refresher.click(fn=refresh_model, inputs=[], outputs=[model_picker, index_picker]) | |
| with gr.Accordion('settings', open=False): | |
| index_rate = gr.Slider(label='Index Rate:', minimum=0, maximum=1, value=0.66, step=0.01) | |
| pitch = gr.Slider(label='Pitch (-12 to 12):', minimum=-12, maximum=12, step=1, value=0, interactive=True) | |
| method = gr.Dropdown(label="Method:", choices=["rmvpe", "pm"], value="rmvpe") | |
| recorder = gr.Microphone(label="Record audio here...", type='filepath') | |
| audio_picker = gr.Dropdown(label="", choices=show_available('audios'), value='', interactive=True) | |
| recorder.upload(upload_file, inputs=[recorder], outputs=[audio_picker]) | |
| dropbox = gr.File(label="Drop an audio here.", file_types=['.wav', '.mp3', '.ogg', '.flac', '.aac']) | |
| dropbox.upload(fn=upload_file, inputs=[dropbox], outputs=[audio_picker]) | |
| audio_refresher = gr.Button("Refresh Audio") | |
| audio_refresher.click(fn=refresh_audio, inputs=[], outputs=[audio_picker]) | |
| convert_button = gr.Button("Convert") | |
| audio_player = gr.Audio() | |
| inputs = [audio_picker, model_picker, index_picker, index_rate, pitch, method] | |
| audio_picker.change(fn=update_audio_player, inputs=[audio_picker], outputs=[audio_player]) | |
| convert_button.click(convert, inputs=inputs, outputs=[audio_picker, audio_player]) | |
| with gr.TabItem("Download models form url"): | |
| url = gr.Textbox(label="Paste the URL here:", value="", placeholder="(i.e. https://huggingface.co/repo/model/resolve/main/model.zip)") | |
| model_rename = gr.Textbox(placeholder="My-Model", label="Name your model:", value="") | |
| download_button = gr.Button("Download") | |
| download_button.click(fn=download_from_url, inputs=[url, model_rename], outputs=[url, model_picker]) | |
| with gr.Row(): | |
| selected_import = gr.Dropdown(choices=list(models.keys()), label="Search Models (Quality UNKNOWN)", scale=5) | |
| import_model = gr.Button("Download") | |
| import_model.click(fn=import_from_name, inputs=[selected_import], outputs=[selected_import, model_picker]) | |
| app.queue(max_size=20).launch(view_api=False) | |