pyannote-audio
basic-pitch
| pyannote-audio | basic-pitch | |
|---|---|---|
| 15 | 8 | |
| 5,077 | 2,925 | |
| 4.3% | 2.4% | |
| 8.6 | 8.4 | |
| 3 days ago | 9 days ago | |
| Jupyter Notebook | Python | |
| MIT License | Apache License 2.0 |
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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)
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
What are some alternatives?
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)
ai-music - A vanilla Trasformer Decoder music generation model trained on Final Fantasy OST MIDI songs
speechbrain - A PyTorch-based Speech Toolkit
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.
Resemblyzer - A python package to analyze and compare voices with deep learning
gitpod - The developer platform for on-demand cloud development environments to create software faster and more securely.
Kaldi Speech Recognition Toolkit - kaldi-asr/kaldi is the official location of the Kaldi project.
concordia - Crowdsourcing platform for full text transcription and tagging. https://crowd.loc.gov
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.
PiDTLN - Apply machine learning model DTLN for noise suppression and acoustic echo cancellation on Raspberry Pi
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.
torchlambda - Lightweight tool to deploy PyTorch models to AWS Lambda