wer_are_we vs whisper

wer_are_we

Attempt at tracking states of the arts and recent results (bibliography) on speech recognition. (by syhw)

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whisper

By Smaug123

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wer_are_we		whisper
	Project
4	Mentions	1
1,862	Stars	0
-	Growth	-
1.8	Activity	0.0
almost 2 years ago	Latest Commit	over 1 year ago
	Language
-	License	MIT License

The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.

wer_are_we

Posts with mentions or reviews of wer_are_we. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-09-21.

Lichess Voice Recognition Beta is now Live!
1 project | /r/chess | 28 Mar 2023

https://github.com/syhw/wer_are_we https://github.com/Franck-Dernoncourt/ASR_benchmark#benchmark-results
OpenAI Whisper Model Comparison
1 project | news.ycombinator.com | 27 Sep 2022

Great breakdown… with some interesting results and a ton of effort.
Are there any open benchmarks like this for all models that are actually runnable like the data exposed in https://github.com/syhw/wer_are_we but with some of your additional metrics?
Whisper – open source speech recognition by OpenAI
22 projects | news.ycombinator.com | 21 Sep 2022

The authors do explicitly state that they're trying to do a lot of fancy new stuff here, like be multilingual, rather than pursuing just accuracy.
[1] https://github.com/syhw/wer_are_we
This sub is NOT bullying you
3 projects | /r/martialarts | 28 Jan 2022

whisper

Posts with mentions or reviews of whisper. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-09-21.

Whisper – open source speech recognition by OpenAI
22 projects | news.ycombinator.com | 21 Sep 2022

I'm giving up for the night, but https://github.com/Smaug123/whisper/pull/1/files at least contains the setup instructions that may help others get to this point.

What are some alternatives?

When comparing wer_are_we and whisper you can also consider the following projects:

plaidml - PlaidML is a framework for making deep learning work everywhere.

DeepSpeech-examples - Examples of how to use or integrate DeepSpeech

openai-whisper-realtime - A quick experiment to achieve almost realtime transcription using Whisper.

py-webrtcvad - Python interface to the WebRTC Voice Activity Detector

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)

trashbot - Trashbot helper AI assistant

stable-diffusion - A latent text-to-image diffusion model

whisper - Robust Speech Recognition via Large-Scale Weak Supervision