XLS-R-2B-TE Open-Source Telugu Speech Recognition Model - Free Automatic Speech to Text Conversion

Xls R 2B Te

Developed by chmanoj

This is a Telugu automatic speech recognition (ASR) model fine-tuned based on the facebook/wav2vec2-xls-r-2b model, trained on the OpenSLR SLR66 dataset

Speech Recognition

Transformers

OtherOpen Source License:Apache-2.0 #Telugu speech recognition #Low word error rate #High accuracy ASR

Downloads 20

Release Time : 3/2/2022

Model Overview

This model is specifically designed for Telugu speech recognition tasks, capable of converting Telugu speech into text

Model Features

High Accuracy Telugu Recognition

Achieves a word error rate (WER) of 0.51 and a character error rate (CER) of 0.097 on the test set

Based on XLS-R Architecture

Uses facebook's wav2vec2-xls-r-2b as the base model for fine-tuning

Trained on Public Dataset

Trained using the publicly available OpenSLR SLR66 dataset

Model Capabilities

Telugu speech recognition

Speech-to-text

Robust speech processing

Use Cases

Speech Transcription

Telugu Meeting Minutes

Automatically transcribe Telugu meeting recordings into text records

Accuracy approximately 90.3% (based on 1-CER)

Voice Assistant

Provide voice interaction functionality for Telugu-speaking users

Education

Language Learning Assistance

Help learners check the accuracy of Telugu pronunciation

Metric	Split	Decode with LM
WER	Train	No
CER	Train	No
WER	Test	No
CER	Test	No
WER	Train	Yes
CER	Train	Yes
WER	Test	Yes
CER	Test	Yes

Property	Details
Model Type	Fine - tuned version of facebook/wav2vec2-xls-r-2b
Training Data	OPENSLR_SLR66 - NA dataset
Metrics	wer, cer
Datasets	openslr, SLR66
Model Name	xls - r - 1B - te
Results (Task)	Automatic Speech Recognition (Speech Recognition)
Results (Dataset)	Open SLR (SLR66)
Results (Metrics - WER)	0.51 (Test WER)
Results (Metrics - CER)	0.097 (Test CER)

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Xls R 2B Te

Model Overview

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🚀 XLS-R-1B-TE

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