{"repo":"revdotcom/reverb","free":true,"listed":false,"github":"https://github.com/revdotcom/reverb","clone":"git clone https://github.com/revdotcom/reverb.git","description":"Open source inference code for Rev's model","language":"Python","stars":436,"topics":["rev","speech-recognition","speech-to-text","asr","asr-model","canary","docker","whisper","open-source","opensource"],"license":"Apache-2.0","category":"deployment-docker-iac","readme_excerpt":"Reverb Open source inference and evaluation code for Rev's state-of-the-art speech recognition and diarization models. The speech recognition (ASR) code uses the WeNet framework and the speech diarization code uses the Pyannote framework. More detailed model descriptions can be found in our blog and the models can be downloaded from huggingface. Table of Contents - ASR - Diarization - Installation - Docker Image - Hosting the Model - License ASR Speech-to-text code based on the WeNet framework. See the ASR folder for more details and usage instructions. Long-form speech recognition WER results: Model Earnings21 Earnings22 Rev16 ------------------ ------------ ------------ ------- Reverb ASR 9.68 13.68 10.30 Whisper Large-v3 14.26 19.05 10.86 Canary-1B 14.40 19.01 13.82 Diarization Speaker diarization code based on the Pyannote framework. See the diarization folder for more details and usage instructions. Long-form WDER results, in combination with Rev's ASR: Model Earnings21 Rev16 ------------------ ------------ ------- Pyannote3.0 0.051 0.090 Reverb Diarization V1 0.047 0.077 Reverb Diarization V2 0.046 0.078 Getting Started [!IMPORTANT] These instructions require that you set up: HuggingFace access token and have cli login. Click the following links for more information on HuggingFace access tokens and setting up your cli login. Git LFS Simply run git lfs install from your terminal. Check out the READMEs within each subdirectory for more information on the ASR or diarizatio","default_branch":null,"files":null,"tree":[],"storefront":"/r/revdotcom","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/revdotcom/reverb/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}