whisper
vosk-api
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whisper | vosk-api | |
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342 | 58 | |
58,321 | 6,894 | |
6.0% | 3.4% | |
6.8 | 5.9 | |
8 days ago | 20 days ago | |
Python | Jupyter Notebook | |
MIT License | Apache License 2.0 |
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.
whisper
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How I built NotesGPT – a full-stack AI voice note app
Last week, I launched notesGPT, a free and open source voice note app that has 35,000 visitors, 7,000 users, and over 1,000 GitHub stars so far in the last week. It allows you to record a voice note, transcribes it uses Whisper, and uses Mixtral via Together to extract action items and display them in an action items view. It’s also fully open source and comes equipped with authentication, storage, vector search, action items, and is fully responsive on mobile for ease of use.
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WhisperSpeech – An Open Source text-to-speech system built by inverting Whisper
There is a plot of language performance on their repo: https://github.com/openai/whisper
I am not aware of a multi-lingual leaderboard for speech recognition models.
- Ask HN: AI that allows you to make phone calls in a language you don't speak?
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Subtitle is now open-source
Whisper already generates subtitles[0], supporting VTT and SRT so this is just a thin wrapper around that.
[0]: https://github.com/openai/whisper/blob/e58f28804528831904c3b...
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StyleTTS2 – open-source Eleven Labs quality Text To Speech
> although it does require you to wear headphones so the bot doesn't hear itself and get interrupted.
Maybe you can rely on some sort of speaker identification to sort this out?
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OpenSubtitles is not open anymore
You can do it live or you can do it from a video file. There are more than just English models as well, though the performance varies by language. https://github.com/openai/whisper
- New models and developer products announced at OpenAI DevDay
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OpenAI releases Whisper v3, new generation open source ASR model
Do you know if these implementations also support leveraging the M1/M2 GPU, such as shown here? https://github.com/openai/whisper/pull/382
Good improvements for many languages, numbers here
https://github.com/openai/whisper/blob/main/language-breakdo...
vosk-api
- Apollo dev posts backend code to Git to disprove Reddit’s claims of scrapping and inefficiency
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Creating a live transcript bot using Vosk Ai
So I don't know if my issue comes from my lack of knowledge of discord.js/voice or VOSK. so I guess the most important thing I need to see is if I am creating a proper stream for the Vosk API to capture the audio. if I can figure out how to capture an audio stream I can probably import that in to vosk and figure out how to use vosk myself. but right now I can't even get close! Thank you in advance...Sorry if this isn't the right place for this
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Show HN: Willow – Open-Source Privacy-Focused Voice Assistant Hardware
first, good initiative! thanks for sharing. i think you gotta be more diligent and careful with the problem statement.
checking the weather in Sofia, Bulgaria requires cloud, current information. it's not "random speech". ESP SR capability issues don't mean that you cannot process it locally.
the comment was on "voice processing" i.e. sending speech to the cloud, not sending a call request to get the weather information.
besides, local intent detection, beyond 400 commands, there are great local STT options, working better than most cloud STTs for "random speech"
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A new voice assistant that looks promising
The set up script wants to download https://github.com/alphacep/vosk-api/releases/download/v0.3.45/vosk-model-en-v0.3.45.zip, but this resource is not found. AFAICT all releases never contained a model file. Remedy: hardcode one model from https://alphacephei.com/vosk/models. I guessed and picked the one with the closest name, vosk-model-en-us-0.22.zip, just so I could continue.
- Google Assistant alternative - Dicio assistant app for Android
- Mycroft – open-source voice assistant
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Some updates to my holographic anime virtual assistant
Vosk (the voice recognition library) is the main factor in terms of RPI model. It seems from their Github that 3B and 3B+ may work well enough for use, but I haven't tested.
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Alternative to Google voice input
There is an offline speech recognition API (https://github.com/alphacep/vosk-api) which could be used to build a Google Voice alternative.
- Whisper – open source speech recognition by OpenAI
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GPodder A simple, open-source podcast client and media Aggregator
I wonder if you could train some machine learning model using the data from sponsorblock and achieve good results on podcasts as well. That way you wouldn't be dependent on a crowdsourced online database for your offline listening. Alternatively, even creating a transscript using something like [1] and scanning for words like "sponsor", "ad" or specific company names might already be a good enough heuristic.
What are some alternatives?
Kaldi Speech Recognition Toolkit - kaldi-asr/kaldi is the official location of the Kaldi project.
vosk-server - WebSocket, gRPC and WebRTC speech recognition server based on Vosk and Kaldi libraries
TTS - 🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production
AutoSub - A CLI script to generate subtitle files (SRT/VTT/TXT) for any video using either DeepSpeech or Coqui
silero-vad - Silero VAD: pre-trained enterprise-grade Voice Activity Detector
DeepSpeech - Install Mozilla DeepSpeech on a Raspberry Pi 4
buzz - Buzz transcribes and translates audio offline on your personal computer. Powered by OpenAI's Whisper.
NeMo - NeMo: a framework for generative AI
whisper.cpp - Port of OpenAI's Whisper model in C/C++
text-generation-webui - A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models.
vosk - VOSK Speech Recognition Toolkit
picovoice - On-device voice assistant platform powered by deep learning