Spaces:
Running
Running
import gradio as gr | |
import os, shutil | |
import subprocess, glob | |
from datetime import datetime | |
os.environ["rmvpe_root"] = "assets/rmvpe" | |
os.environ['index_root']="logs" | |
os.environ['weight_root']="assets/weights" | |
def convert(audio_picker,model_picker,index_picker,index_rate,pitch): | |
gr.Warning("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: | |
gr.Warning("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'] | |
command = [ | |
"python", | |
"tools/infer_cli.py", | |
"--f0up_key", str(pitch), | |
"--input_path", f"audios/{audio_picker}", | |
"--index_path", index_files[0], | |
"--f0method", "rmvpe", | |
"--opt_path", f"audios/cli_output_{now}.wav", | |
"--model_name", f"{model_picker}", | |
"--index_rate", str(float(index_rate)), | |
"--device", "cpu", | |
"--filter_radius", "3", | |
"--resample_sr", "0", | |
"--rms_mix_rate", "0.21", | |
"--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/Rejekts/project/resolve/main/rmvpe.pt", | |
"hubert/hubert_base.pt":"https://huggingface.co/Rejekts/project/resolve/main/hubert_base.pt", | |
"pretrained_v2/D40k.pth":"https://huggingface.co/Rejekts/project/resolve/main/D40k.pth", | |
"pretrained_v2/G40k.pth":"https://huggingface.co/Rejekts/project/resolve/main/G40k.pth", | |
"pretrained_v2/f0D40k.pth":"https://huggingface.co/Rejekts/project/resolve/main/f0D40k.pth", | |
"pretrained_v2/f0G40k.pth":"https://huggingface.co/Rejekts/project/resolve/main/f0G40k.pth" | |
} | |
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') | |
else: | |
return "No zipfile found.", {"choices":show_available("assets/weights"),"__type__":"update"} | |
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') | |
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 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: | |
gr.Warning('File incompatible') | |
return {"choices":show_available('audios'),"__type__": "update","value":filename} | |
def refresh(): | |
return {"choices":show_available("audios"),"__type__": "update"},{"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() as app: | |
with gr.Row(): | |
with gr.Column(): | |
gr.HTML("<img src='file/a.png' alt='easy>") | |
with gr.Column(): | |
gr.HTML("<a href='https://ko-fi.com/rejekts' target='_blank'><img src='file/kofi_button.png' alt='Support Me'></a>") | |
with gr.Row(): | |
with gr.Column(): | |
with gr.Tabs(): | |
with gr.TabItem("1.Choose a voice model:"): | |
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:",interactive=True,choices=show_available('logs'),value=show_available('logs')[0],allow_custom_value=True) | |
with gr.TabItem("(Or download a model here)"): | |
with gr.Row(): | |
url = gr.Textbox(label="Paste the URL here:",value="",placeholder="(i.e. https://huggingface.co/repo/model/resolve/main/model.zip)") | |
with gr.Row(): | |
with gr.Column(): | |
model_rename = gr.Textbox(placeholder="My-Model", label="Name your model:",value="") | |
with gr.Column(): | |
download_button = gr.Button("Download") | |
download_button.click(fn=download_from_url,inputs=[url,model_rename],outputs=[url,model_picker]) | |
with gr.TabItem("Advanced"): | |
index_rate = gr.Slider(label='Index Rate: ',minimum=0,maximum=1,value=0.66,step=0.01) | |
pitch = gr.Slider(label='Pitch (-12 lowers it an octave, 0 keeps the original pitch, 12 lifts it an octave): ',minimum =-12, maximum=12, step=1, value=0, interactive=True) | |
with gr.Row(): | |
with gr.Tabs(): | |
with gr.TabItem("2.Choose an audio file:"): | |
recorder = gr.Microphone(label="Record audio here...",type='filepath') | |
audio_picker = gr.Dropdown(label="",choices=show_available('audios'),value='',interactive=True) | |
recorder.stop_recording(upload_file, inputs=[recorder],outputs=[audio_picker]) | |
with gr.TabItem("(Or upload a new file here)"): | |
dropbox = gr.File(label="Drop an audio here.",file_types=['.wav', '.mp3', '.ogg', '.flac', '.aac'], type="filepath") | |
dropbox.upload(fn=upload_file, inputs=[dropbox],outputs=[audio_picker]) | |
audio_refresher = gr.Button("Refresh") | |
audio_refresher.click(fn=refresh,inputs=[],outputs=[audio_picker,model_picker,index_picker]) | |
convert_button = gr.Button("Convert") | |
with gr.Row(): | |
audio_player = gr.Audio() | |
audio_picker.change(fn=update_audio_player, inputs=[audio_picker],outputs=[audio_player]) | |
convert_button.click(convert, inputs=[audio_picker,model_picker,index_picker,index_rate,pitch],outputs=[audio_picker,audio_player]) | |
app.queue().launch() |