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):
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", "0",
"--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 url == '':
return "URL cannot be left empty.", {"choices":show_available("assets/weights"),"__type__":"update"}
if model =='':
return "You need to name your model. For example: My-Model", {"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 "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("
")
with gr.Column():
gr.HTML("
")
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)
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)
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="file")
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],outputs=[audio_picker,audio_player])
app.queue().launch()