audiocraft
pyannote-audio
| audiocraft | pyannote-audio | |
|---|---|---|
| 37 | 15 | |
| 19,889 | 5,266 | |
| 1.2% | 4.5% | |
| 8.1 | 8.7 | |
| about 1 month ago | 6 days ago | |
| Python | Jupyter Notebook | |
| MIT License | MIT License |
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audiocraft
- [N] MusicGen - Meta's response to Google's MusicLM for text-to-music is freely available for non-commercial usage
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Open Source Libraries
facebookresearch/audiocraft/MUSICGEN: Music Generation
- Audiocraft: a library for audio processing and generation with deep learning.
- Audiocraft is a library for audio processing and generation with deep learning
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Meta Open Sources AudioCraft: Generative AI for Audio
https://github.com/facebookresearch/audiocraft/blob/main/LIC...
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This is not an infinite zoom.
I asked Audiocraft to make me a "chill hip hop beat", I used framesync.xyz to make keyframes for A1111 Deforum extension. Unfortunately, I don't have the settings file anymore, but it was pretty much just a 26s clip at 15fps (440 frames) with a single prompt "a surreal painting by Magritte" and the usual negative prompt magic voodoo. Then, for every clip I used the last frame of the previous clip as init frame. I render at 512x512 and then use ESRGAN4x to upscale to 2048x2048
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[Frostveil Series] A monk channeling its inner Ønd
However, the music was 100% AI-generated by MusicGen.
Music was entirely generated by AI using MusicGen. Video was generated using PhotoVibrance.
- Try Meta's new MusicGen text-to-audio generator here, free, up to 30 seconds in length. | Text Prompt: Van Halen Style Catchy Electric Guitar Melody Hook for intro of song with distortion
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I connected my Roland Digital Piano to GPT and MusicGen...
If you want to know more about MusicGen, https://github.com/facebookresearch/audiocraft
pyannote-audio
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Open Source Libraries
pyannote/pyannote-audio
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AI Transcribing tool for video with two voices?
Open Source. I've found this to be pretty nice, which is just a wrapper on some hugging face models https://github.com/pyannote/pyannote-audio
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Show HN: PodText.ai – Search anything said on a podcast, Highlight text to play
(not the creator, but I've built something similar for personal use)
This is a great library for determining which speaker is speaking during each time in an audio file (this is called speaker diarization); I imagine they used it or something like it. Works really well out of the box!
https://github.com/pyannote/pyannote-audio
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I wanted to use OpenAI's Whisper speech-to-text on my Mac without installing stuff in the Terminal so I made MacWhisper, a free Mac app to transcribe audio and video files for easy transcription and subtitle generation. Would love to hear some feedback on it!
Do you think pyannote could be implemented in the Pro version of the app to support diarization?
- I won several speaker diarization challenges with pyannote.audio
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I made a free transcription service powered by Whisper AI
Free startup idea: Use Whisper with pyannote-audio[0]’s speaker diarization. Upload a recording, get back a multi-speaker annotated transcription.
Make a JSON API and I’ll be your first customer.
[0] https://github.com/pyannote/pyannote-audio
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Can Whisper differentiate between different voices?
Whisper can’t, but pyannote-audio can. I’ve seen a couple of prototypes out there which link the two together.
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[D] Is there a way to distinguish different human voices from 1 audio file ?
You can use pyannote python library. It will identify different speakers from audio and will create small audio files with those speakers.
- Post-Game Analysis: Destiny & Alex VS Andrew & Zen Shapiro
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A quick and dirty tool for automatically analyzing speaking time in online debates (Effortpost)
This Colab notebook is basically a standard template (with small changes) provided by pyannote-audio, the library implementing the speaker diarization functionality we need. (template)
What are some alternatives?
llama - Inference code for Llama models
NeMo - A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)
jukebox - Code for the paper "Jukebox: A Generative Model for Music"
speechbrain - A PyTorch-based Speech Toolkit
audiocraft-infinity-webui
Resemblyzer - A python package to analyze and compare voices with deep learning
gpt-producer
Kaldi Speech Recognition Toolkit - kaldi-asr/kaldi is the official location of the Kaldi project.
tortoise-tts - A multi-voice TTS system trained with an emphasis on quality
inaSpeechSegmenter - CNN-based audio segmentation toolkit. Allows to detect speech, music, noise and speaker gender. Has been designed for large scale gender equality studies based on speech time per gender.
Stable-Diffusion - Stable Diffusion, SDXL, LoRA Training, DreamBooth Training, Automatic1111 Web UI, DeepFake, Deep Fakes, TTS, Animation, Text To Video, Tutorials, Guides, Lectures, Courses, ComfyUI, Google Colab, RunPod, NoteBooks, ControlNet, TTS, Voice Cloning, AI, AI News, ML, ML News, News, Tech, Tech News, Kohya LoRA, Kandinsky 2, DeepFloyd IF, Midjourney
uis-rnn - This is the library for the Unbounded Interleaved-State Recurrent Neural Network (UIS-RNN) algorithm, corresponding to the paper Fully Supervised Speaker Diarization.