bark
audiolm-pytorch
bark | audiolm-pytorch | |
---|---|---|
67 | 4 | |
32,784 | 2,258 | |
3.4% | - | |
5.4 | 9.0 | |
6 days ago | 3 months ago | |
Jupyter Notebook | Python | |
MIT License | MIT License |
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bark
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Exploring Bark, the Open Source Text-to-Speech Model
!pip install git+https://github.com/suno-ai/bark.git
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AI-generated sad girl with piano performs the text of the MIT License
To my knowledge, the model being used for this is "chirp" which is 'based on' bark[1], an AI text to speech model.
The github page for bark links to a page about chirp, which returns a 404 page for me [2]. that the model for suno.ai's song generator isn't too much different than the text to speech model.
My hunch is that it was something like a coincidence that the bark model was capable of producing music, and that was spun off into this product. Unfortunately, there seems to still be issues with bark when generating long (like book length) spoken audio. Which is too bad, as someone who's worked jobs that require lots of driving, it would be awesome to be able to have any text read to me in a natural sounding voice.
[1]https://github.com/suno-ai/bark
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Generating music in the waveform domain (2020)
Stable-audio and MusicGen sounds better than Jukebox.
But the best so far is Suno.ai ( https://app.suno.ai ) especially with their V3 model they have very impressive results, the fidelity is not studio quality but they're getting very close.
It's very likely based on their TTS model they have released before Bark, but trained on more data and with higher resolution.
https://github.com/suno-ai/bark
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Stable-Audio-Demo
https://github.com/suno-ai/bark
> Bark was developed for research purposes. It is not a conventional text-to-speech model but instead a fully generative text-to-audio model, which can deviate in unexpected ways from provided prompts. Suno does not take responsibility for any output generated. Use at your own risk, and please act responsibly.
I've generated probably >200 songs now with Suno, of which perhaps 10 have been any good, and I can't detect any pattern in terms of the outputs.
Here's another one which is pretty good. I accidentally copied and pasted the prompt and lyrics, and it's amazing to me how 'musically' it renders the prompt:
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Suno AI
hahah wow! cool :-)
PS: OT, I am reading this Bark thing(https://github.com/suno-ai/bark). Can I run it locally on a Macbook 2015 with 8GB RAM?
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SDXL + SVD + Suno AI
I have it locally. The model is on huggingface. It runs with about 8GB VRAM.
- [discussion] text to voice generation for textbooks
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Open Source Libraries
suno-ai/bark
- Weird A.I. Yankovic, a cursed deep dive into the world of voice cloning
- FLaNK Stack Weekly 2 October 2023
audiolm-pytorch
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Bark: A transformer based text to audio system
It’s mostly there in https://github.com/lucidrains/audiolm-pytorch#hierarchical-t....
- FLiPN-FLaNK Stack Weekly 27Feb2023
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Implementation of Google's MusicLM in PyTorch
This one is AudioLM modified from here https://github.com/lucidrains/audiolm-pytorch repository to support the music generation needs here.
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Microsoft’s new text-to-speech model can duplicate anyone's voice in 3 seconds
There is an open source implementation of these features in Pytorch:
https://github.com/lucidrains/audiolm-pytorch
What are some alternatives?
tortoise-tts - A multi-voice TTS system trained with an emphasis on quality
FlexGen - Running large language models on a single GPU for throughput-oriented scenarios.
SadTalker - [CVPR 2023] SadTalker:Learning Realistic 3D Motion Coefficients for Stylized Audio-Driven Single Image Talking Face Animation
highlight - highlight.io: The open source, full-stack monitoring platform. Error monitoring, session replay, logging, distributed tracing, and more.
Retrieval-based-Voice-Conversion-WebUI - Easily train a good VC model with voice data <= 10 mins!
musiclm-pytorch - Implementation of MusicLM, Google's new SOTA model for music generation using attention networks, in Pytorch
whisper.cpp - Port of OpenAI's Whisper model in C/C++
iTransformer - Unofficial implementation of iTransformer - SOTA Time Series Forecasting using Attention networks, out of Tsinghua / Ant group
TTS - 🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production
jxc - JXC is a structured data language similar to JSON, but with a focus on being expressive, extensible, and human-friendly.
text-generation-webui - A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models.
yobulkdev - 🔥 🔥 🔥Open Source & AI driven Data Onboarding Platform:Free flatfile.com alternative