basic-pitch
whisper
basic-pitch | whisper | |
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8 | 344 | |
2,941 | 60,617 | |
2.9% | 3.1% | |
8.4 | 6.4 | |
4 days ago | 5 days ago | |
Python | Python | |
Apache License 2.0 | 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.
basic-pitch
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Open Source Libraries
spotify/basic-pitch: Audio to midi converter
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Mac users: is it best to just rent a linux server?
I did just get it to work setting an alias for Python pointing to 3.11 but ran into this issue: https://github.com/spotify/basic-pitch/issues/63
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Transcribing music from audio?
There's https://github.com/spotify/basic-pitch, a free converter, but require CLI usage.
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Recommended python library for converting audio file into midi ?
Might be worthwhile checking out Spotify’s basic pitch library.
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How to make a sub bass follow a bit from a mudpie?
quick add on: definitely take a look at this https://github.com/spotify/basic-pitch its a much much better offline pitch detection algo that you could use to get the midi for your mudpie. I'd probably bounce a low passed copy at around 150-200Hz, making sure its completley mono and then feed that wav/aiff file to that pitch detector
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Spotify Research Open-Sources ‘Basic Pitch’: A Machine Learning Tool For Converting Audio Into MIDI
Continue reading | Check out the paper, github, project and post
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Spotify Introduces an Open-Source Tool to Fix a Big Problem for Modern Musicians - It's FOSS News
GitHub link
whisper
- Creando Subtítulos Automáticos para Vídeos con Python, Faster-Whisper, FFmpeg, Streamlit, Pillow
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Why I Care Deeply About Web Accessibility And You Should Too
Let’s not talk about local models as the hardware requirements are way beyond most of these people’s reach. I have a MacBook Air with an M2 chip and 8GB of RAM and can hardly run Whisper locally, so I use this HuggingFace space.
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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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Ask HN: Can AI break a speech audio into individual words?
I found a pretty good discussion in the topic here:
https://github.com/openai/whisper/discussions/1243
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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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Ask HN: Favorite Podcast Episodes of 2023?
I don't know how OP does it, but here's how I'd do it:
* Generate a transcript by runing Whisper against the podcast audio file: https://github.com/openai/whisper
* Upload transcript to ChatGPT and ask it to summarize.
* Automate all the above.
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Need advice
Ahh, that makes sense. I've been building something like that, but only from other languages into English using Whisper
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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?
https://github.com/openai/whisper/discussions/264
What are some alternatives?
ai-music - A vanilla Trasformer Decoder music generation model trained on Final Fantasy OST MIDI songs
vosk-api - Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node
THIRTY-DOLLAR-HAIRCUT-GENERATOR - 30 dollar haircut website MIDI converter - Using MIDIs, QUICKLY generate a chart for the "DON'T YOU LECTURE ME WITH YOUR THIRTY DOLLAR HAIRCUT" website. The site's by GDcolon, if you need to search it up.
silero-vad - Silero VAD: pre-trained enterprise-grade Voice Activity Detector
gitpod - The developer platform for on-demand cloud development environments to create software faster and more securely.
buzz - Buzz transcribes and translates audio offline on your personal computer. Powered by OpenAI's Whisper.
concordia - Crowdsourcing platform for full text transcription and tagging. https://crowd.loc.gov
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)
PiDTLN - Apply machine learning model DTLN for noise suppression and acoustic echo cancellation on Raspberry Pi
whisper.cpp - Port of OpenAI's Whisper model in C/C++
torchlambda - Lightweight tool to deploy PyTorch models to AWS Lambda
text-generation-webui - A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models.