pyannote-audio
pedalboard
| pyannote-audio | pedalboard | |
|---|---|---|
| 15 | 24 | |
| 5,077 | 4,852 | |
| 3.4% | 1.0% | |
| 8.6 | 8.2 | |
| 3 days ago | 6 days ago | |
| Jupyter Notebook | C++ | |
| MIT License | GNU General Public License v3.0 only |
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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)
pedalboard
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Open Source Libraries
spotify/pedalboard: audio effects for Python and TensorFlow
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Importing a library from GitHub?
pip install git+https://github.com/spotify/pedalboard.git
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Python-based (or usable through command-line) synths and samplers
I haven't tried it yet, but pedalboard is probably your best bet. DawDreamer also looks interesting ...
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Library for Audio Effects (Debian Raspberry Pi)
I found this really cool and promising library called "Pedalboard" but when I try to install it using PIP I get this error message:
- converting normal audio into 3D audio and 'changing the distance'
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I need to learn audio processing in Python.
Perhaps Spotify Pedalboard might be of interest
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This Week In Python
pedalboard – A Python library for manipulating audio
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Suggestions for processing ~12,000 audio files for ML?
Thanks for the suggestions, everybody! I'm going to try writing a python script using this library: https://github.com/spotify/pedalboard to loop through all files in my sample directory and save the processed outputs to a new folder. Hoping it doesn't melt my poor 2018 Macbook Pro - I'll try running it on a smaller folder at first and see how it goes.
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Good solution to simply run VST directly without DAW?
Do you want to run the effect online or offline? You can do it offline with: https://github.com/spotify/pedalboard
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Library for for generating audio from midi VST?
I think you could do it with this https://github.com/spotify/pedalboard
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)
DawDreamer - Digital Audio Workstation with Python; VST instruments/effects, parameter automation, FAUST, JAX, Warp Markers, and JUCE processors
speechbrain - A PyTorch-based Speech Toolkit
audiogridder - DSP servers using general purpose computers and networks
Resemblyzer - A python package to analyze and compare voices with deep learning
element - Element Audio Plugin Host
Kaldi Speech Recognition Toolkit - kaldi-asr/kaldi is the official location of the Kaldi project.
JUCE - JUCE is an open-source cross-platform C++ application framework for desktop and mobile applications, including VST, VST3, AU, AUv3, LV2 and AAX audio plug-ins.
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.
BespokeSynth - Software modular synth [Moved to: https://github.com/BespokeSynth/BespokeSynth]
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.
VeeSeeVSTRack - Open-source virtual modular synthesizer