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| 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: | |
| yt = YouTube(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.") | |
| 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 audio_output_format == "wav": | |
| audio_clip.write_audiofile("output.wav") | |
| elif audio_output_format == "mp3": | |
| audio_clip.write_audiofile("output.mp3") | |
| audio_clip.close() | |
| video_clip.close() | |
| for mp4remove in glob.glob("*.mp4"): | |
| os.remove(mp4remove) | |
| 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 f"Done! Download the zip file below! This only contains the audio file.\n\nYou have downloaded {yt.title} by {yt.author}.", 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) | |
| return gr.Info("File removed.") | |
| def mvsep_api_request(mvsep_key, audio_file, sep_int): | |
| url = "https://mvsep.com/api/separation/create" | |
| files = { | |
| "audiofile": open(audio_file, 'rb') | |
| } | |
| data = { | |
| "api_token": mvsep_key, | |
| "sep_type": sep_int | |
| } | |
| 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." | |
| 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)}.\n Status: {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() | |
| files = rjson.get('data', {}).get('files', []) | |
| urls = [file['url'] for file in files] | |
| return json.dumps(urls, indent=4) | |
| except requests.exceptions.JSONDecodeError: | |
| return gr.Info("Nothing to download yet. Check back later.") | |
| def mvsep_list_available_models(): | |
| return [ | |
| "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)" | |
| ] | |
| 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 (EXPERIMENTAL), 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 once you reload this space, all audio files will be lost. </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(True, 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("**VERY EXPERIMENTAL!** 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"): | |
| 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_int = gr.Number(11, label="Separation type (default is 11).", minimum=0, maximum=41, interactive=True) | |
| send_req = gr.Button("Send request", variant='primary') | |
| get_available_models = gr.Button("Get available models", variant='secondary') | |
| send_req.click( | |
| mvsep_api_request, | |
| [mvsep_key, audio_file, sep_int], | |
| [gr.Text(label="Output")] | |
| ) | |
| get_available_models.click( | |
| mvsep_list_available_models, | |
| None, | |
| [gr.Text(label="Models")] | |
| ) | |
| 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("0.99.5 - Name change from GDMGS to Cafeteria for easier pronunciation.") | |
| 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. This is VERY EXPERIMENTAL and there will be bugs present.") | |
| gr.Markdown("v0.99.2 - Added an mp4 file converter.") | |
| gr.Markdown("v0.99.1 - Removed very old tools (including the 'Upcoming Features' tab) that did not fit with the nature of the program.") | |
| gr.Markdown("v0.99 - Added 'Strict Duration' mode for the file splitter.") | |
| gr.Markdown("v0.98.2 - Added new upcoming features tab.") | |
| app.launch() |