|  | import gradio as gr, glob, os, auditok, zipfile, wave, pytube.exceptions, urllib.error, requests, json | 
					
						
						|  | from pytube import YouTube | 
					
						
						|  | from moviepy.editor import * | 
					
						
						|  | import traceback, yt_dlp | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  | def download_video(url, download_as, use_ytdlp): | 
					
						
						|  | if use_ytdlp == True: | 
					
						
						|  | try: | 
					
						
						|  | ydl_opts = { | 
					
						
						|  | 'format': f"{download_as}/bestaudio/best", | 
					
						
						|  | 'postprocessors': [{ | 
					
						
						|  | 'key': 'FFmpegExtractAudio', | 
					
						
						|  | 'preferredcodec': download_as, | 
					
						
						|  | }] | 
					
						
						|  | } | 
					
						
						|  | with yt_dlp.YoutubeDL(ydl_opts) as ydl: | 
					
						
						|  | ydl.download(url) | 
					
						
						|  | for i in glob.glob(f"*.{download_as}"): | 
					
						
						|  | if os.path.exists(i): | 
					
						
						|  | os.rename(i, f"output.{download_as}") | 
					
						
						|  | return "Finished downloading! Please proceed to next tab." | 
					
						
						|  | except: | 
					
						
						|  | raise gr.Error(traceback.format_exc()) | 
					
						
						|  | else: | 
					
						
						|  | try: | 
					
						
						|  | yt = YouTube(url) | 
					
						
						|  | except pytube.exceptions.RegexMatchError: | 
					
						
						|  | raise gr.Error("URL not valid or is empty! Please fix the link or enter one!") | 
					
						
						|  | except urllib.error.HTTPError as not_ok: | 
					
						
						|  | raise gr.Error(f"Recieved {not_ok}") | 
					
						
						|  | except pytube.exceptions.AgeRestrictedError: | 
					
						
						|  | raise gr.Error("The video you inputted is age-restricted! Please try another link.") | 
					
						
						|  | video = yt.streams.get_highest_resolution() | 
					
						
						|  | video.download() | 
					
						
						|  | video_path = f"{video.default_filename}" | 
					
						
						|  | video_clip = VideoFileClip(video_path) | 
					
						
						|  | audio_clip = video_clip.audio | 
					
						
						|  | if download_as == "wav": | 
					
						
						|  | audio_clip.write_audiofile("output.wav") | 
					
						
						|  | elif download_as == "mp3": | 
					
						
						|  | audio_clip.write_audiofile("output.mp3") | 
					
						
						|  | audio_clip.close() | 
					
						
						|  | video_clip.close() | 
					
						
						|  | for removalmp4 in glob.glob("*.mp4"): | 
					
						
						|  | os.remove(removalmp4) | 
					
						
						|  | return "Finished downloading! Please proceed to next tab." | 
					
						
						|  |  | 
					
						
						|  | def split_audio_from_yt_video(mindur, maxdur, name_for_split_files, show_amount_of_files_and_file_dur): | 
					
						
						|  | if show_amount_of_files_and_file_dur == True: | 
					
						
						|  | gr.Warning(f"show_amount_of_files_and_file_dur set to True. This will take longer if your audio file is long.") | 
					
						
						|  | if not os.path.exists("output.mp3") and not os.path.exists("output.wav"): | 
					
						
						|  | raise gr.Error("Neither output.mp3 or output.wav exist! Did the video download correctly?") | 
					
						
						|  | if mindur == maxdur: | 
					
						
						|  | raise gr.Error(f"Cannot split mindur={mindur} and maxdur={maxdur}, min and max are the same number.") | 
					
						
						|  | elif mindur > maxdur: | 
					
						
						|  | raise gr.Error(f"Cannot split mindur={mindur} and maxdur={maxdur}, mindur is higher than maxdur.") | 
					
						
						|  | elif name_for_split_files == None: | 
					
						
						|  | raise gr.Error("Split files name cannot be empty!") | 
					
						
						|  | else: | 
					
						
						|  | audio_path = "output.wav" if not os.path.exists("output.mp3") else "output.mp3" | 
					
						
						|  | audio_regions = auditok.split( | 
					
						
						|  | audio_path, | 
					
						
						|  | min_dur=mindur, | 
					
						
						|  | max_dur=maxdur, | 
					
						
						|  | max_silence=0.3, | 
					
						
						|  | energy_threshold=45 | 
					
						
						|  | ) | 
					
						
						|  | os.remove(audio_path) | 
					
						
						|  | for i, r in enumerate(audio_regions): | 
					
						
						|  | filename = r.save(f"{name_for_split_files}-{i+1}.wav") | 
					
						
						|  | for f in sorted(glob.glob("*.wav")): | 
					
						
						|  | audio_files = glob.glob("*.wav") | 
					
						
						|  | zip_file_name = "audio_files.zip" | 
					
						
						|  | with zipfile.ZipFile(zip_file_name, "w") as zip_file: | 
					
						
						|  | for audio_file in audio_files: | 
					
						
						|  | zip_file.write(audio_file, os.path.basename(audio_file)) | 
					
						
						|  | if show_amount_of_files_and_file_dur == False: | 
					
						
						|  | for file2 in glob.glob("*.wav"): | 
					
						
						|  | os.remove(file2) | 
					
						
						|  | return "Files split successfully!\nCheck below for zipped files.", zip_file_name | 
					
						
						|  | elif show_amount_of_files_and_file_dur == True: | 
					
						
						|  | largest_file = ("", 0) | 
					
						
						|  | total_files = 0 | 
					
						
						|  | total_length = 0.0 | 
					
						
						|  | for file_name in glob.glob("*.wav"): | 
					
						
						|  | file_path = os.path.join(os.getcwd(), file_name) | 
					
						
						|  | if file_path.lower().endswith(".wav"): | 
					
						
						|  | try: | 
					
						
						|  | with wave.open(file_path, 'r') as audio_file: | 
					
						
						|  | frames = audio_file.getnframes() | 
					
						
						|  | rate = audio_file.getframerate() | 
					
						
						|  | duration = frames / float(rate) | 
					
						
						|  | file_size = os.path.getsize(file_path) | 
					
						
						|  | if file_size > largest_file[1]: | 
					
						
						|  | largest_file = (file_name, file_size) | 
					
						
						|  | total_length += duration | 
					
						
						|  | total_files += 1 | 
					
						
						|  | except wave.Error as e: | 
					
						
						|  | raise gr.Error(f"Error reading file: {e}") | 
					
						
						|  | length_mins = total_length / 60 | 
					
						
						|  | for file2 in glob.glob("*.wav"): | 
					
						
						|  | os.remove(file2) | 
					
						
						|  | return f"Files split successfully!\nCheck below for zipped files.\n\n{total_files} files created, {length_mins:.2f} minutes total.", zip_file_name | 
					
						
						|  |  | 
					
						
						|  | def split_wav_or_mp3_file(audiofileuploader, mindur2, maxdur2, name_for_split_files2, strict): | 
					
						
						|  | if audiofileuploader == None: | 
					
						
						|  | raise gr.Error("Audio file cannot be empty!") | 
					
						
						|  | if mindur2 == maxdur2: | 
					
						
						|  | raise gr.Error(f"Cannot split mindur={mindur} and maxdur={maxdur}, min and max are the same number.") | 
					
						
						|  | elif mindur2 > maxdur2: | 
					
						
						|  | raise gr.Error(f"Cannot split mindur={mindur} and maxdur={maxdur}, mindur is higher than maxdur.") | 
					
						
						|  | elif name_for_split_files2 == None: | 
					
						
						|  | raise gr.Error("Split files name cannot be empty!") | 
					
						
						|  | else: | 
					
						
						|  | audio_path = audiofileuploader | 
					
						
						|  | audio_regions = auditok.split( | 
					
						
						|  | audio_path, | 
					
						
						|  | min_dur=mindur2, | 
					
						
						|  | max_dur=maxdur2, | 
					
						
						|  | max_silence=0.3, | 
					
						
						|  | energy_threshold=45, | 
					
						
						|  | strict_min_dur=True if strict == True else False | 
					
						
						|  | ) | 
					
						
						|  | os.remove(audio_path) | 
					
						
						|  | for i, r in enumerate(audio_regions): | 
					
						
						|  | filename = r.save(f"{name_for_split_files2}-{i+1}.wav") | 
					
						
						|  | for f in sorted(glob.glob("*.wav")): | 
					
						
						|  | audio_files = glob.glob("*.wav") | 
					
						
						|  | zip_file_name2 = "audio_files.zip" | 
					
						
						|  | with zipfile.ZipFile(zip_file_name2, "w") as zip_file: | 
					
						
						|  | for audio_file in audio_files: | 
					
						
						|  | zip_file.write(audio_file, os.path.basename(audio_file)) | 
					
						
						|  | for file2 in glob.glob("*.wav"): | 
					
						
						|  | os.remove(file2) | 
					
						
						|  | return f"File split successfully!\nCheck below for zipped files.\nAmount created: {len(audio_files)}", zip_file_name2 | 
					
						
						|  |  | 
					
						
						|  | def download_video_as_audio_only(yt_video, audio_output_format): | 
					
						
						|  | try: | 
					
						
						|  | ydl_opts = { | 
					
						
						|  | 'format': f"{audio_output_format}/bestaudio/best", | 
					
						
						|  | 'postprocessors': [{ | 
					
						
						|  | 'key': 'FFmpegExtractAudio', | 
					
						
						|  | 'preferredcodec': "mp3" | 
					
						
						|  | }] | 
					
						
						|  | } | 
					
						
						|  | with yt_dlp.YoutubeDL(ydl_opts) as ydl: | 
					
						
						|  | ydl.download(yt_video) | 
					
						
						|  | except pytube.exceptions.RegexMatchError: | 
					
						
						|  | raise gr.Error("URL not valid or is empty! Please fix the link or enter one!") | 
					
						
						|  | except urllib.error.HTTPError as not_ok: | 
					
						
						|  | raise gr.Error(f"Recieved {not_ok}") | 
					
						
						|  | except pytube.exceptions.AgeRestrictedError: | 
					
						
						|  | raise gr.Error("The video you inputted is age-restricted! Please try another link.") | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  | single_zip_name = "only_audio.zip" | 
					
						
						|  | audio_files = glob.glob("*.wav") if audio_output_format == "wav" else glob.glob("*.mp3") | 
					
						
						|  | with zipfile.ZipFile(single_zip_name, 'w') as zip_file: | 
					
						
						|  | for audio_file in audio_files: | 
					
						
						|  | zip_file.write(audio_file, os.path.basename(audio_file)) | 
					
						
						|  | for outputwavremoval in glob.glob("*.wav"): | 
					
						
						|  | if os.path.exists(outputwavremoval): | 
					
						
						|  | os.remove(outputwavremoval) | 
					
						
						|  | for outputmp3removal in glob.glob("*.mp3"): | 
					
						
						|  | if os.path.exists(outputmp3removal): | 
					
						
						|  | os.remove(outputmp3removal) | 
					
						
						|  |  | 
					
						
						|  | return "Done! Download the zip file below! This only contains the audio file.", single_zip_name | 
					
						
						|  |  | 
					
						
						|  | def mp4_to_wav_or_mp3(mp4fileuploader, file_format): | 
					
						
						|  | if mp4fileuploader == None: | 
					
						
						|  | raise gr.Error("Input cannot be empty!") | 
					
						
						|  | else: | 
					
						
						|  | try: | 
					
						
						|  | if file_format == "wav": | 
					
						
						|  | videoinput = AudioFileClip(mp4fileuploader) | 
					
						
						|  | videoinput.write_audiofile("convertedaudio.wav") | 
					
						
						|  | videoinput.close() | 
					
						
						|  | elif file_format == "mp3": | 
					
						
						|  | videoinput = AudioFileClip(mp4fileuploader) | 
					
						
						|  | videoinput.write_audiofile("convertedaudio.mp3") | 
					
						
						|  | videoinput.close() | 
					
						
						|  | what_to_return = "convertedaudio.wav" if file_format == "wav" else "convertedaudio.mp3" | 
					
						
						|  | os.remove(mp4fileuploader) | 
					
						
						|  | return "Converted mp4 file successfully!", what_to_return | 
					
						
						|  | except: | 
					
						
						|  | raise gr.Error(traceback.format_exc()) | 
					
						
						|  |  | 
					
						
						|  | def remove_audio_file_from_directory(): | 
					
						
						|  | for r in glob.glob("*.wav"): | 
					
						
						|  | os.remove(r) | 
					
						
						|  | for w in glob.glob("*.mp3"): | 
					
						
						|  | os.remove(w) | 
					
						
						|  | for y in glob.glob("convertedaudio.mp3"): | 
					
						
						|  | os.remove(y) | 
					
						
						|  | for a in glob.glob("convertedaudio.wav"): | 
					
						
						|  | os.remove(a) | 
					
						
						|  | return gr.Info("File removed.") | 
					
						
						|  |  | 
					
						
						|  | def mvsep_api_request(mvsep_key, audio_file, sep_dropdown): | 
					
						
						|  | if mvsep_key == "": | 
					
						
						|  | return gr.Warning("You must have an MVSEP API key for this to work!") | 
					
						
						|  | if audio_file == None: | 
					
						
						|  | return gr.Warning("Please select an audio file!") | 
					
						
						|  | if sep_dropdown == "-------------------------------------------------------------------------------------------------": | 
					
						
						|  | return gr.Warning("This option is not a model!") | 
					
						
						|  | url = "https://mvsep.com/api/separation/create" | 
					
						
						|  | files = { | 
					
						
						|  | "audiofile": open(audio_file, 'rb') | 
					
						
						|  | } | 
					
						
						|  | data = { | 
					
						
						|  | "api_token": mvsep_key, | 
					
						
						|  | "sep_type": sep_dropdown | 
					
						
						|  | } | 
					
						
						|  | r = requests.post(url, files=files, data=data) | 
					
						
						|  | json_format = r.json() | 
					
						
						|  | hash_val = json_format['data']['hash'] | 
					
						
						|  | return f"Request sent successfully! Your hash is: {hash_val}\n\nUse the 'Get Status' tab to check the status of your request." | 
					
						
						|  |  | 
					
						
						|  | def mvsep_check_request(hash_textbox): | 
					
						
						|  | try: | 
					
						
						|  | url = "https://mvsep.com/api/separation/get" | 
					
						
						|  | params = { | 
					
						
						|  | "hash": hash_textbox | 
					
						
						|  | } | 
					
						
						|  | r = requests.get(url, params=params) | 
					
						
						|  | rjson = r.json() | 
					
						
						|  | success = rjson['success'] | 
					
						
						|  | status = rjson['status'] | 
					
						
						|  | return f"Was successful? {str(success)}.\nStatus: {status}." | 
					
						
						|  | except requests.exceptions.JSONDecodeError: | 
					
						
						|  | return gr.Info("Status not available or request not sent.") | 
					
						
						|  |  | 
					
						
						|  | def mvsep_download_separated_audio(hash_textbox): | 
					
						
						|  | try: | 
					
						
						|  | url = "https://mvsep.com/api/separation/get" | 
					
						
						|  | params = { | 
					
						
						|  | "hash": hash_textbox | 
					
						
						|  | } | 
					
						
						|  | r = requests.get(url, params=params) | 
					
						
						|  | rjson = r.json() | 
					
						
						|  | status = rjson['status'] | 
					
						
						|  | files = rjson.get('data', {}).get('files', []) | 
					
						
						|  | urls = [file['url'] for file in files] | 
					
						
						|  | if status == "waiting" or status == "processing": | 
					
						
						|  | return gr.Info("Job not finished yet, so nothing to download for now.") | 
					
						
						|  | return json.dumps(urls, indent=4) | 
					
						
						|  | except requests.exceptions.JSONDecodeError: | 
					
						
						|  | return gr.Info("Nothing to download yet. Check back later.") | 
					
						
						|  |  | 
					
						
						|  | def mvsep_yt_link_request(mvsep_key2, sep_dropdown2, yt_link): | 
					
						
						|  | try: | 
					
						
						|  | ydl_opts = { | 
					
						
						|  | 'format': "mp3/bestaudio/best", | 
					
						
						|  | 'postprocessors': [{ | 
					
						
						|  | 'key': 'FFmpegExtractAudio', | 
					
						
						|  | 'preferredcodec': "mp3" | 
					
						
						|  | }] | 
					
						
						|  | } | 
					
						
						|  | with yt_dlp.YoutubeDL(ydl_opts) as ydl: | 
					
						
						|  | ydl.download(yt_link) | 
					
						
						|  | except pytube.exceptions.RegexMatchError: | 
					
						
						|  | raise gr.Error("URL not valid or is empty! Please fix the link or enter one!") | 
					
						
						|  | except urllib.error.HTTPError as not_ok: | 
					
						
						|  | raise gr.Error(f"Recieved {not_ok}") | 
					
						
						|  | except pytube.exceptions.AgeRestrictedError: | 
					
						
						|  | raise gr.Error("The video you inputted is age-restricted! Please try another link.") | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  | for rename in glob.glob("*.mp3"): | 
					
						
						|  | if os.path.exists(rename): | 
					
						
						|  | os.rename(rename, "output.mp3") | 
					
						
						|  | for removalmp4 in glob.glob("*.mp4"): | 
					
						
						|  | os.remove(removalmp4) | 
					
						
						|  |  | 
					
						
						|  | url = "https://mvsep.com/api/separation/create" | 
					
						
						|  | files = { | 
					
						
						|  | "audiofile": open("output.mp3", 'rb') | 
					
						
						|  | } | 
					
						
						|  | data = { | 
					
						
						|  | "api_token": mvsep_key2, | 
					
						
						|  | "sep_type": sep_dropdown2 | 
					
						
						|  | } | 
					
						
						|  | r = requests.post(url, files=files, data=data) | 
					
						
						|  | json_format = r.json() | 
					
						
						|  | hash_val = json_format['data']['hash'] | 
					
						
						|  | return f"Request sent successfully! Your hash is: {hash_val}\n\nUse the next tab to check the status of your request." | 
					
						
						|  |  | 
					
						
						|  |  | 
					
						
						|  | with gr.Blocks(theme='sudeepshouche/minimalist', title="Global Dataset Maker") as app: | 
					
						
						|  | gr.HTML( | 
					
						
						|  | "<h1> Welcome to the Cafeteria (formally GDMGS)!</h1>" | 
					
						
						|  | ) | 
					
						
						|  | gr.Markdown("## Duplicate this space if you want to make your own changes!") | 
					
						
						|  | gr.HTML( | 
					
						
						|  | """<p style="margin:5px auto;display: flex;justify-content: left;"> | 
					
						
						|  | <a href="https://huggingface.co/spaces/Kryptone/GDMGS?duplicate=true"><img src="https://huggingface.co/datasets/huggingface/badges/resolve/main/duplicate-this-space-md-dark.svg" alt="Duplicate this Space"></a> | 
					
						
						|  | </p>""" | 
					
						
						|  | ) | 
					
						
						|  | gr.Markdown( | 
					
						
						|  | "This Space will create a dataset for you and use MVSEP to isolate vocals, all automatically. **Please be warned that due to not having a GPU on this Space, some steps might take longer to complete.**" | 
					
						
						|  | ) | 
					
						
						|  | gr.HTML( | 
					
						
						|  | "<h2> This Space's storage is ephemeral, meaning all audio files are visible to you only. I do not have access to any of this, nor would I do anything with it anyway. </h2>" | 
					
						
						|  | ) | 
					
						
						|  | with gr.Tabs(): | 
					
						
						|  | with gr.TabItem("Download Video"): | 
					
						
						|  | with gr.Row(): | 
					
						
						|  | with gr.Column(): | 
					
						
						|  | with gr.Row(): | 
					
						
						|  | url = gr.Textbox(label="URL") | 
					
						
						|  | download_as = gr.Radio(["wav", "mp3"], label="Audio format output", value="wav", info="What should the audio format be output as?") | 
					
						
						|  | use_ytdlp = gr.Checkbox(False, label="Use yt_dlp instead of pytube?", info="Sometimes Pytube refuses to download a video. If that happens, check this box to download using yt_dlp instead.") | 
					
						
						|  | convertion = gr.Button("Download", variant='primary') | 
					
						
						|  | convertion.click( | 
					
						
						|  | fn=download_video, | 
					
						
						|  | inputs=[url, download_as, use_ytdlp], | 
					
						
						|  | outputs=gr.Text(label="Output") | 
					
						
						|  | ) | 
					
						
						|  | with gr.TabItem("Split audio files"): | 
					
						
						|  | with gr.Row(): | 
					
						
						|  | with gr.Column(): | 
					
						
						|  | with gr.Row(): | 
					
						
						|  | mindur = gr.Number(label="Min duration", minimum=1, maximum=10, value=1) | 
					
						
						|  | maxdur = gr.Number(label="Max duration", minimum=1, maximum=10, value=5) | 
					
						
						|  | name_for_split_files = gr.Textbox(label="Name for split files") | 
					
						
						|  | show_amount_of_files_and_file_dur = gr.Checkbox(False, label="Show total amount of files and duration?") | 
					
						
						|  | splitbtn = gr.Button("Split", variant='primary') | 
					
						
						|  | splitbtn.click( | 
					
						
						|  | split_audio_from_yt_video, | 
					
						
						|  | inputs=[mindur, maxdur, name_for_split_files, show_amount_of_files_and_file_dur], | 
					
						
						|  | outputs=[gr.Text(label="Output"), gr.File(label="Zipped files")] | 
					
						
						|  | ) | 
					
						
						|  | with gr.TabItem("Misc tools"): | 
					
						
						|  | with gr.Tab("File splitter"): | 
					
						
						|  | gr.Markdown("If you would rather split a single WAV or mp3 audio file, use this method instead.") | 
					
						
						|  | with gr.Row(): | 
					
						
						|  | with gr.Column(): | 
					
						
						|  | with gr.Row(): | 
					
						
						|  | audiofileuploader = gr.File(file_count='single', file_types=[".wav", ".mp3"], label="WAV or mp3 file") | 
					
						
						|  | mindur2 = gr.Number(label="Min duration", minimum=1, maximum=10, value=1) | 
					
						
						|  | maxdur2 = gr.Number(label="Max duration", minimum=1, maximum=10, value=5) | 
					
						
						|  | name_for_split_files2 = gr.Textbox(label="Name for split files") | 
					
						
						|  | strict = gr.Checkbox(False, label="Enable strict duration?", info="Use this option if you want to minimize the '(audio_file) is less than 0.76 seconds' warning on Colab. Keep in mind that this only applies for min duration, max is ignored.") | 
					
						
						|  | audiofileuploadbtn = gr.Button("Split", variant='primary') | 
					
						
						|  | audiofileuploadbtn.click( | 
					
						
						|  | split_wav_or_mp3_file, | 
					
						
						|  | [audiofileuploader, mindur2, maxdur2, name_for_split_files2, strict], | 
					
						
						|  | [gr.Text(label="Output"), gr.File(label="Zipped files")] | 
					
						
						|  | ) | 
					
						
						|  |  | 
					
						
						|  | with gr.Tab("Audio only download"): | 
					
						
						|  | gr.Markdown("If you want to download only the audio (to isolate bgm using UVR, etc), use this method, which will only extract audio and not split the audio.") | 
					
						
						|  | with gr.Row(): | 
					
						
						|  | with gr.Column(): | 
					
						
						|  | with gr.Row(): | 
					
						
						|  | yt_video = gr.Textbox(label="URL") | 
					
						
						|  | audio_output_format = gr.Radio(["wav", "mp3"], value="wav", label="Download audio as:") | 
					
						
						|  | commence_download = gr.Button("Download", variant='primary') | 
					
						
						|  | commence_download.click( | 
					
						
						|  | download_video_as_audio_only, | 
					
						
						|  | [yt_video, audio_output_format], | 
					
						
						|  | [gr.Text(label="Output"), gr.File(label="Zipped audio file")] | 
					
						
						|  | ) | 
					
						
						|  | with gr.Tab("MP4 to mp3/wav converter"): | 
					
						
						|  | gr.Markdown("If you have an mp4 file, you can convert it to mp3 or wav here. Only click the 'Remove file' button when done.") | 
					
						
						|  | with gr.Row(): | 
					
						
						|  | with gr.Column(): | 
					
						
						|  | with gr.Row(): | 
					
						
						|  | mp4fileuploader = gr.File(file_count='single', file_types=[".mp4"], label="mp4 file") | 
					
						
						|  | file_format = gr.Radio(["wav", "mp3"], value="mp3", label="Convert mp4 file to:") | 
					
						
						|  | convert_btn = gr.Button("Convert", variant='primary') | 
					
						
						|  | remove_file_btn = gr.Button("Remove file from directory", variant='secondary') | 
					
						
						|  | convert_btn.click( | 
					
						
						|  | mp4_to_wav_or_mp3, | 
					
						
						|  | [mp4fileuploader, file_format], | 
					
						
						|  | [gr.Text(label="Output"), gr.File(label="Converted audio file")] | 
					
						
						|  | ) | 
					
						
						|  | remove_file_btn.click( | 
					
						
						|  | remove_audio_file_from_directory, | 
					
						
						|  | None, | 
					
						
						|  | None | 
					
						
						|  | ) | 
					
						
						|  | with gr.Tab("MVSEP"): | 
					
						
						|  | gr.Markdown("Use MVSEP to isolate audio.\n\n**You will be required to input your API key, but it will not be saved ever, I don't use anything saved here for bad intentions, nor would I have access to it regardless.**") | 
					
						
						|  | with gr.Tab("Send Request via audio file"): | 
					
						
						|  | with gr.Row(): | 
					
						
						|  | with gr.Column(): | 
					
						
						|  | with gr.Row(): | 
					
						
						|  | mvsep_key = gr.Textbox(placeholder="Enter your MVSEP API key.", label="API key") | 
					
						
						|  | audio_file = gr.File(file_count='single', file_types=[".mp3"], label="Audio file") | 
					
						
						|  | sep_dropdown = gr.Dropdown( | 
					
						
						|  | ["0 - spleeter (vocals, music)", | 
					
						
						|  | "1 - spleeter (vocals, drums, bass, other)", | 
					
						
						|  | "2 - spleeter (vocals, drums, bass, piano, other)", | 
					
						
						|  | "3 - unmix XL (vocals, drums, bass, other)", | 
					
						
						|  | "4 - unmix HQ (vocals, drums, bass, other)", | 
					
						
						|  | "5 - unmix SD (vocals, drums, bass, other)", | 
					
						
						|  | "6 - unmix SE (vocals, music)", | 
					
						
						|  | "7 - MDX A (vocals, drums, bass, other)", | 
					
						
						|  | "8 - MDX B (vocals, drums, bass, other)", | 
					
						
						|  | "9 - UVR HQ (vocals, music)", | 
					
						
						|  | "10 - Demucs3 Model A (vocals, drums, bass, other)", | 
					
						
						|  | "11 - Demucs3 Model B (vocals, drums, bass, other)", | 
					
						
						|  | "12 - MDX-B Karaoke (lead/back vocals)", | 
					
						
						|  | "13 - Demucs2 (vocals, drums, bass, other)", | 
					
						
						|  | "14 - Zero Shot (Query Based) (LQ)", | 
					
						
						|  | "15 - Danna sep (vocals, drums, bass, other)", | 
					
						
						|  | "16 - Byte Dance (vocals, drums, bass, other)", | 
					
						
						|  | "17 - UVRv5 Demucs (vocals, music)", | 
					
						
						|  | "18 - MVSep DNR (music, sfx, speech)", | 
					
						
						|  | "19 - MVSep Vocal Model (vocals, music)", | 
					
						
						|  | "20 - Demucs4 HT (vocals, drums, bass, other)", | 
					
						
						|  | "--------------------------------------------------------------------------------------------------", | 
					
						
						|  | "22 - FoxJoy Reverb Removal (other)", | 
					
						
						|  | "23 - MDX B (vocals, instrumental)", | 
					
						
						|  | "24 - MVSep Demucs4HT DNR (dialog, sfx, music)", | 
					
						
						|  | "25 - MDX23C (vocals, instrumental)", | 
					
						
						|  | "26 - Ensemble (vocals, instrumental) [PREMIUM ONLY]", | 
					
						
						|  | "27 - Demucs4 Vocals 2023 (vocals, instrumental)", | 
					
						
						|  | "28 - Ensemble (vocals, instrumental, bass, drums, other) [PREMIUM ONLY]", | 
					
						
						|  | "29 - MVSep Piano (piano, other)", | 
					
						
						|  | "30 - Ensemble All-In (vocals, bass, drums, piano, guitar, lead/back vocals, other) [PREMIUM ONLY]", | 
					
						
						|  | "31 - MVSep Guitar (guitar, other)", | 
					
						
						|  | "-------------------------------------------------------------------------------------------------", | 
					
						
						|  | "33 - Vit Large 23 (vocals, instrum)", | 
					
						
						|  | "34 - MVSep Crowd removal (crowd, other)", | 
					
						
						|  | "35 - MVSep MelBand Roformer (vocals, instrum)", | 
					
						
						|  | "36 - BandIt Plus (speech, music, effects)", | 
					
						
						|  | "37 - DrumSep (kick, snare, cymbals, toms)", | 
					
						
						|  | "38 - LarsNet (kick, snare, cymbals, toms, hihat)", | 
					
						
						|  | "39 - Whisper (extract text from audio)", | 
					
						
						|  | "40 - BS Roformer (vocals, instrumental)", | 
					
						
						|  | "41 - MVSep Bass (bass, other)", | 
					
						
						|  | "42 - MVSep MultiSpeaker (MDX23C)", | 
					
						
						|  | "43 - MVSEP Multichannel BS (vocals, inst)", | 
					
						
						|  | "44 - MVSep Drums (drums, other)", | 
					
						
						|  | "45 - Bandit v2 (speech, music, effects)" | 
					
						
						|  | ], | 
					
						
						|  | max_choices=1, | 
					
						
						|  | value="11 - Demucs3 Model B (vocals, drums, bass, other)", | 
					
						
						|  | label="Model type:", | 
					
						
						|  | interactive=True, | 
					
						
						|  | type='index' | 
					
						
						|  | ) | 
					
						
						|  | send_req = gr.Button("Send request", variant='primary') | 
					
						
						|  | send_req.click( | 
					
						
						|  | mvsep_api_request, | 
					
						
						|  | [mvsep_key, audio_file, sep_dropdown], | 
					
						
						|  | [gr.Text(label="Output")] | 
					
						
						|  | ) | 
					
						
						|  | with gr.Tab("Send Request via yt link"): | 
					
						
						|  | with gr.Row(): | 
					
						
						|  | with gr.Column(): | 
					
						
						|  | with gr.Row(): | 
					
						
						|  | mvsep_key2 = gr.Textbox(placeholder="Enter your MVSEP API key.", label="API key") | 
					
						
						|  | yt_link = gr.Textbox(label="YouTube link") | 
					
						
						|  | sep_dropdown2 = gr.Dropdown( | 
					
						
						|  | ["0 - spleeter (vocals, music)", | 
					
						
						|  | "1 - spleeter (vocals, drums, bass, other)", | 
					
						
						|  | "2 - spleeter (vocals, drums, bass, piano, other)", | 
					
						
						|  | "3 - unmix XL (vocals, drums, bass, other)", | 
					
						
						|  | "4 - unmix HQ (vocals, drums, bass, other)", | 
					
						
						|  | "5 - unmix SD (vocals, drums, bass, other)", | 
					
						
						|  | "6 - unmix SE (vocals, music)", | 
					
						
						|  | "7 - MDX A (vocals, drums, bass, other)", | 
					
						
						|  | "8 - MDX B (vocals, drums, bass, other)", | 
					
						
						|  | "9 - UVR HQ (vocals, music)", | 
					
						
						|  | "10 - Demucs3 Model A (vocals, drums, bass, other)", | 
					
						
						|  | "11 - Demucs3 Model B (vocals, drums, bass, other)", | 
					
						
						|  | "12 - MDX-B Karaoke (lead/back vocals)", | 
					
						
						|  | "13 - Demucs2 (vocals, drums, bass, other)", | 
					
						
						|  | "14 - Zero Shot (Query Based) (LQ)", | 
					
						
						|  | "15 - Danna sep (vocals, drums, bass, other)", | 
					
						
						|  | "16 - Byte Dance (vocals, drums, bass, other)", | 
					
						
						|  | "17 - UVRv5 Demucs (vocals, music)", | 
					
						
						|  | "18 - MVSep DNR (music, sfx, speech)", | 
					
						
						|  | "19 - MVSep Vocal Model (vocals, music)", | 
					
						
						|  | "20 - Demucs4 HT (vocals, drums, bass, other)", | 
					
						
						|  | "--------------------------------------------------------------------------------------------------", | 
					
						
						|  | "22 - FoxJoy Reverb Removal (other)", | 
					
						
						|  | "23 - MDX B (vocals, instrumental)", | 
					
						
						|  | "24 - MVSep Demucs4HT DNR (dialog, sfx, music)", | 
					
						
						|  | "25 - MDX23C (vocals, instrumental)", | 
					
						
						|  | "26 - Ensemble (vocals, instrumental) [PREMIUM ONLY]", | 
					
						
						|  | "27 - Demucs4 Vocals 2023 (vocals, instrumental)", | 
					
						
						|  | "28 - Ensemble (vocals, instrumental, bass, drums, other) [PREMIUM ONLY]", | 
					
						
						|  | "29 - MVSep Piano (piano, other)", | 
					
						
						|  | "30 - Ensemble All-In (vocals, bass, drums, piano, guitar, lead/back vocals, other) [PREMIUM ONLY]", | 
					
						
						|  | "31 - MVSep Guitar (guitar, other)", | 
					
						
						|  | "-------------------------------------------------------------------------------------------------", | 
					
						
						|  | "33 - Vit Large 23 (vocals, instrum)", | 
					
						
						|  | "34 - MVSep Crowd removal (crowd, other)", | 
					
						
						|  | "35 - MVSep MelBand Roformer (vocals, instrum)", | 
					
						
						|  | "36 - BandIt Plus (speech, music, effects)", | 
					
						
						|  | "37 - DrumSep (kick, snare, cymbals, toms)", | 
					
						
						|  | "38 - LarsNet (kick, snare, cymbals, toms, hihat)", | 
					
						
						|  | "39 - Whisper (extract text from audio)", | 
					
						
						|  | "40 - BS Roformer (vocals, instrumental)", | 
					
						
						|  | "41 - MVSep Bass (bass, other)", | 
					
						
						|  | "42 - MVSep MultiSpeaker (MDX23C)", | 
					
						
						|  | "43 - MVSEP Multichannel BS (vocals, inst)", | 
					
						
						|  | "44 - MVSep Drums (drums, other)", | 
					
						
						|  | "45 - Bandit v2 (speech, music, effects)" | 
					
						
						|  | ], | 
					
						
						|  | max_choices=1, | 
					
						
						|  | value="11 - Demucs3 Model B (vocals, drums, bass, other)", | 
					
						
						|  | label="Model type:", | 
					
						
						|  | interactive=True, | 
					
						
						|  | type='index' | 
					
						
						|  | ) | 
					
						
						|  | send_req2 = gr.Button("Send request", variant='primary') | 
					
						
						|  | send_req2.click( | 
					
						
						|  | mvsep_yt_link_request, | 
					
						
						|  | [mvsep_key2, sep_dropdown2, yt_link], | 
					
						
						|  | [gr.Text(label="Output")] | 
					
						
						|  | ) | 
					
						
						|  | with gr.Tab("Get status of request"): | 
					
						
						|  | with gr.Row(): | 
					
						
						|  | with gr.Column(): | 
					
						
						|  | with gr.Row(): | 
					
						
						|  | hash_textbox = gr.Textbox(label="Hash") | 
					
						
						|  | check_status = gr.Button("Check status", variant='primary') | 
					
						
						|  | download = gr.Button("Download separated audio", variant='secondary') | 
					
						
						|  | check_status.click( | 
					
						
						|  | mvsep_check_request, | 
					
						
						|  | [hash_textbox], | 
					
						
						|  | [gr.Text(label="Status")] | 
					
						
						|  | ) | 
					
						
						|  | download.click( | 
					
						
						|  | mvsep_download_separated_audio, | 
					
						
						|  | [hash_textbox], | 
					
						
						|  | [gr.Text(label="Link(s)")] | 
					
						
						|  | ) | 
					
						
						|  |  | 
					
						
						|  | with gr.TabItem("Changelog"): | 
					
						
						|  | gr.Markdown("v0.99.8 - Added new MVSep models.") | 
					
						
						|  | gr.Markdown("v0.99.7 - Temporarily fixed an issue causing a 400 error to happen whenever a youtube url was placed.") | 
					
						
						|  | gr.Markdown("v0.99.6 - Added a yt link request method for MVSEP.") | 
					
						
						|  | gr.Markdown("v0.99.5 - Added bug fixes and Dropdown instead of button for MVSEP.") | 
					
						
						|  | gr.Markdown("v0.99.4 - Added a button to display the available models for MVSEP.") | 
					
						
						|  | gr.Markdown("v0.99.3 - Added MVSEP in Misc Tools.") | 
					
						
						|  |  | 
					
						
						|  | app.launch() |