Wav2vec2-CommonVoice-Tamil Open Source Model - Achieve Accurate Tamil Speech Recognition for Free

Wav2vec2 Commonvoice Tamil

Developed by nikhil6041

A Tamil speech recognition model fine-tuned on the CommonVoice dataset, based on Harveenchadha/vakyansh-wav2vec2-tamil-tam-250

Downloads 40

Release Time : 3/31/2022

Model Overview

This is a wav2vec2 model for Tamil speech recognition, fine-tuned on the CommonVoice dataset, capable of converting Tamil speech into text

Tamil speech recognition

Speech recognition capabilities specifically optimized for Tamil

Based on wav2vec2 architecture

Utilizes Facebook's wav2vec2 architecture with excellent speech feature extraction capabilities

Fine-tuned on Common Voice dataset

Fine-tuned on the Tamil Common Voice dataset, improving recognition accuracy

Tamil speech-to-text

Automatic speech recognition

Speech transcription

Tamil speech transcription

Convert Tamil speech content into text

Word error rate of 1.0 on the evaluation set

Voice assistants

Tamil voice assistant

Used to build voice assistants supporting Tamil

Training Loss	Epoch	Step	Validation Loss	Wer
5.384	1.69	200	3.3400	1.0
3.3085	3.39	400	3.3609	1.0
3.3008	5.08	600	3.3331	1.0
3.2852	6.78	800	3.3492	1.0
3.2908	8.47	1000	3.3318	1.0
3.2865	10.17	1200	3.3501	1.0
3.2826	11.86	1400	3.3403	1.0
3.2875	13.56	1600	3.3335	1.0
3.2899	15.25	1800	3.3311	1.0
3.2755	16.95	2000	3.3617	1.0
3.2877	18.64	2200	3.3317	1.0
3.2854	20.34	2400	3.3560	1.0
3.2878	22.03	2600	3.3332	1.0
3.2766	23.73	2800	3.3317	1.0
3.2943	25.42	3000	3.3737	1.0
3.2845	27.12	3200	3.3347	1.0
3.2765	28.81	3400	3.3415	1.0

Featured Recommended AI Models

Empowering the Future, Your AI Solution Knowledge Base