WhisperLive
WhisperSpeech
| WhisperLive | WhisperSpeech | |
|---|---|---|
| 4 | 5 | |
| 1,253 | 3,391 | |
| 17.0% | 4.0% | |
| 9.4 | 9.2 | |
| 7 days ago | 12 days ago | |
| Python | Jupyter Notebook | |
| MIT License | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
WhisperLive
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Show HN: WhisperFusion – Ultra-low latency conversations with an AI chatbot
Everything runs locally, we use:
- WhisperLive for the transcription - https://github.com/collabora/WhisperLive
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WhisperSpeech – An Open Source text-to-speech system built by inverting Whisper
Check out WhisperLive: https://github.com/collabora/WhisperLive
If you're grappling with the slow march from cool tech demos to real-world language model apps, you might wanna check out WhisperLive. It's this rad open-source project that’s all about leveraging Whisper models for slick live transcription. Think real-time, on-the-fly translated captions for those global meetups. It's a neat example of practical, user-focused tech in action. Dive into the details on their GitHub page
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Whisper: Nvidia RTX 4090 vs. M1 Pro with MLX
https://github.com/collabora/WhisperLive
The is another one that uses huggingface's implementation, but I haven't tried it since my spec doesn't support flash-att2
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Triple Threat: The Power of Transcription, Summary, and Translation
Curious to see how this works? Check out our demo page - https://col.la/transcription to generate your own transcription, summary, and translation, or use our browser extension - https://github.com/collabora/WhisperLive to get live transcriptions.
WhisperSpeech
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OpenVoice: Versatile Instant Voice Cloning
I haven't tried openvoice, but I did try whisperspeech and it will do the same thing. You can optionally pass in a file with a reference voice, and the tts uses it.
https://github.com/collabora/whisperspeech
I found it to be kind of creepy hearing it in my own voice. I also tried a friend of mine who had a french canadian accent and strangely the output didn't have his accent.
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Show HN: WhisperFusion – Ultra-low latency conversations with an AI chatbot
- WhisperSpeech for the text-to-speech - https://github.com/collabora/WhisperSpeech
and an LLM (phi-2, Mistral, etc.) in between
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WhisperFusion: Ultra-low latency conversations with an AI chatbot
Hi, I used the [WhisperSpeech](https://github.com/collabora/WhisperSpeech) model for the TTS part after I did some serious torch.compile optimizations to bring the latency down. The Whisper speech recognition and the LLM were optimized through TensorRT-LLM by Marcus and Vineet.
It's not perfect but I am still extremely proud of how it came out. :)
- WhisperSpeech – An Open Source text-to-speech system built by inverting Whisper
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StyleTTS2 – open-source Eleven Labs quality Text To Speech
I think you’re talking about just using Whisper to annotate audio for a TTS pipeline but someone from Collabora actually created a TTS model directly from Whisper embeddings https://github.com/collabora/WhisperSpeech
What are some alternatives?
cog-whisper-diarization - Cog implementation of transcribing + diarization pipeline with Whisper & Pyannote
piper - A fast, local neural text to speech system
whisper-writer - 💬📝 A small dictation app using OpenAI's Whisper speech recognition model.
WhisperFusion - WhisperFusion builds upon the capabilities of WhisperLive and WhisperSpeech to provide a seamless conversations with an AI.
obs-zoom-and-follow - Dynamic zoom and mouse tracking script for OBS Studio
whisper-ctranslate2 - Whisper command line client compatible with original OpenAI client based on CTranslate2.
gpt_chatbot - This chatbot lets you use your microphone to communicate with GPT-4. It uses the OpenAI text to speech to respond with a voice. It uses Pinecone to store long term information and retrieves it to create context. API keys for OpenAI and Pinecone required. Tested on Windows
monotonic_align - Monotonic Alignment Search
whisper_streaming - Whisper realtime streaming for long speech-to-text transcription and translation
VoiceCraft - Zero-Shot Speech Editing and Text-to-Speech in the Wild
gpt-voice-conversation-chatbot - Allows you to have an engaging and safely emotive spoken / CLI conversation with the AI ChatGPT / GPT-4 while giving you the option to let it remember things discussed.
whisper - Robust Speech Recognition via Large-Scale Weak Supervision