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Wav2vec2 Large Xls R 1B Common Voice7 Lt Ft
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Wav2vec2 Large Xls R 1B Common Voice7 Lt Ft

Developed by reach-vb
A speech recognition model fine-tuned on the Common Voice dataset based on facebook/wav2vec2-xls-r-1b
Speech Recognition
Transformers
Open Source License:Apache-2.0#Speech Recognition#Multilingual Support#Large Parameter Model
Downloads 20
Release Time : 3/2/2022

Model Overview

This model is a fine-tuned version of wav2vec2-xls-r-1b, focusing on speech recognition tasks and demonstrating excellent performance on evaluation sets

Model Features

Fine-tuned Large-scale Pretrained Model
Fine-tuned based on the 1-billion-parameter wav2vec2-xls-r-1b model, with powerful speech feature extraction capabilities
Low Word Error Rate
Achieved a word error rate (WER) of 1.0 on the evaluation set, demonstrating excellent performance
Efficient Training
Optimized training efficiency using mixed-precision training and gradient accumulation techniques

Model Capabilities

Speech-to-Text
Automatic Speech Recognition

Use Cases

Speech Transcription
Speech-to-Text Service
Convert speech content into text transcripts
Highly accurate transcription results
Assistive Technology
Voice Control Interface
Provide voice control functionality for people with disabilities
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