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Top 19 speech-processing Open-Source Projects
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pyannote-audio
Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding
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whisper-timestamped
Multilingual Automatic Speech Recognition with word-level timestamps and confidence
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SaaSHub
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Speech-Backbones
This is the main repository of open-sourced speech technology by Huawei Noah's Ark Lab.
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Wave-U-Net-for-Speech-Enhancement
Implement Wave-U-Net by PyTorch, and migrate it to the speech enhancement.
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hifigan-denoiser
HiFi-GAN: High Fidelity Denoising and Dereverberation Based on Speech Deep Features in Adversarial Networks
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NLP-Guide
Natural Language Processing (NLP). Covering topics such as Tokenization, Part Of Speech tagging (POS), Machine translation, Named Entity Recognition (NER), Classification, and Sentiment analysis.
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DiscordEarsBot
A speech-to-text framework and bot for Discord. Take control of your Discord server using speech and voice commands. Can also be useful for hearing impaired and deaf people. (by inevolin)
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speech-emotion-recognition
A program that uses neural networks to detect emotions from pre-recorded and real-time speech
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speech-rate-meter
The Speech Rate Meter (hereinafter SRM) software module is designed to measure a complex of characteristics of the tempo (rate) of oral speech.
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speech-kit
Simplifying the Speech Synthesis and Speech Recognition engines for Javascript. Listen for commands and perform callback actions, make the browser speak and transcribe your speech!
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awesome-self-supervised-speech-representation-learning
A comprehensive list of awesome self-supervised speech representation learning papers.
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Project mention: SpeechBrain 1.0: A free and open-source AI toolkit for all things speech | news.ycombinator.com | 2024-02-28
pyannote/pyannote-audio
Project mention: Retentive Network: A Successor to Transformer Implemented in PyTorch | news.ycombinator.com | 2023-07-24A retnet commit has now appeared in Microsoft's torchscale repo:
https://github.com/microsoft/torchscale/commit/bf65397b26469...
Project mention: Show HN: AI Dub Tool I Made to Watch Foreign Language Videos with My 7-Year-Old | news.ycombinator.com | 2024-02-28Yes. But Whisper's word-level timings are actually quite inaccurate out of the box. There are some Python libraries that mitigate that. I tested several of them. whisper-timestamped seems to be the best one. [0]
[0] https://github.com/linto-ai/whisper-timestamped
Resemble AI | San Francisco Bay Area (office in Santa Clara, CA) | Full-Time | Full-Stack Engineer, Frontend Engineer, Product Designer
Resemble AI creates high-quality synthetic voices that capture human emotion. We're a venture-backed high-growth startup that's looking to shake up an entire industry with state of the art AI. Our product changes the way that thousands of brands, media companies, creative agencies, and game studios create speech content. We believe that to build an enticing product and solid team is by encouraging innovation is by enabling continuous education. That's why every Friday is a day that you can use to work on anything you want, Resemble-related or not.
Recently, we open sourced a state of the art speech enhancement model: https://github.com/resemble-ai/resemble-enhance
We're hiring for three roles:
Full Stack Engineer - Can you break the entire stack? You're the right person for this job. Work on our Rails app, with sprinkles of React, and Python for the deep learning. Everything is dockerized, and we use Kubernetes to deploy.
Frontend Engineer - We're hiring a Frontend Engineer proficient in React, TypeScript, and Ruby on Rails to shape our user experience. Join our team to develop user-friendly interfaces and collaborate on building exceptional web experiences.
Product Designer - As a Product Designer, you will lead the end-to-end design process, from concept to implementation, ensuring a seamless and delightful user experience. You will collaborate with cross-functional teams to define product vision, conduct user research, create visually compelling interfaces, and develop interactive prototypes.
If interested, reach out directly to me: zohaib [at] resemble.ai
Project mention: Linux Audio Noise suppression using deep filtering in Rust | news.ycombinator.com | 2023-06-06
Project mention: Using Whisper to transcribe the entire Forensic Files series | /r/DataHoarder | 2023-06-04
I have been looking everywhere and having a lot of difficulties finding a solution so sorry if I am coming to the wrong place I am trying to create a discord bot that can transcript conversations live, I chose vosk because its an offline too, l but I am unsure of how to implement it in a live setting, I've seen it done in python and disc.js but I dunno...so to cover all bases here is what I have so far.
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
speech-processing related posts
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AI Transcribing tool for video with two voices?
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Recording or transcripts? How are you doing it?
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Show HN: PodText.ai – Search anything said on a podcast, Highlight text to play
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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!
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I won several speaker diarization challenges with pyannote.audio
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Can Whisper differentiate between different voices?
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[D] Is there a way to distinguish different human voices from 1 audio file ?
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A note from our sponsor - InfluxDB
www.influxdata.com | 6 May 2024
Index
What are some of the best open-source speech-processing projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | speechbrain | 7,914 |
| 2 | pyannote-audio | 5,077 |
| 3 | torchscale | 2,927 |
| 4 | whisper-timestamped | 1,513 |
| 5 | SincNet | 1,097 |
| 6 | resemble-enhance | 921 |
| 7 | voicefixer | 913 |
| 8 | Speech-Backbones | 526 |
| 9 | UniSpeech | 389 |
| 10 | Wave-U-Net-for-Speech-Enhancement | 302 |
| 11 | SPTK | 210 |
| 12 | whisper-auto-transcribe | 195 |
| 13 | hifigan-denoiser | 188 |
| 14 | NLP-Guide | 66 |
| 15 | DiscordEarsBot | 64 |
| 16 | speech-emotion-recognition | 17 |
| 17 | speech-rate-meter | 17 |
| 18 | speech-kit | 6 |
| 19 | awesome-self-supervised-speech-representation-learning | 4 |
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