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Xlsr 53 Bemba 5hrs

Developed by csikasote
A speech recognition model fine-tuned based on facebook/wav2vec2-large-xlsr-53, supporting Bemba language
Downloads 25
Release Time : 4/29/2022

Model Overview

This model is an automatic speech recognition (ASR) model optimized for the Bemba language, fine-tuned on 5 hours of Bemba speech data, suitable for speech-to-text tasks in low-resource languages

Model Features

Optimized for Low-Resource Languages
Specifically optimized for low-resource languages like Bemba, requiring only 5 hours of training data
Based on XLSR Architecture
Leverages the powerful capabilities of cross-lingual speech representation learning (XLSR) for better speech feature extraction
Lightweight Fine-Tuning
Efficient fine-tuning on large pre-trained models to balance performance and computational costs

Model Capabilities

Bemba speech recognition
Speech-to-text
Low-resource language processing

Use Cases

Speech Transcription
Bemba Speech Recording Transcription
Convert Bemba language meeting records, interviews, etc., into text
Word Error Rate (WER) approximately 48.67%
Language Preservation
Digitization of Endangered Languages
Assist in recording and preserving speech materials of low-resource languages like Bemba
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