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English Filipino Wav2vec2 L Xls R Test

Developed by Khalsuu
English-Filipino speech recognition model fine-tuned based on jonatasgrosman/wav2vec2-large-xlsr-53-english
Speech Recognition
Transformers
Open Source License:Apache-2.0#Filipino speech recognition#Multilingual transfer learning#Low-resource optimization
Downloads 18
Release Time : 4/26/2022

Model Overview

This model is a speech recognition model fine-tuned on the filipino_voice dataset, primarily used for English and Filipino speech-to-text tasks.

Model Features

Multilingual support
Supports speech recognition in both English and Filipino
Based on XLSR architecture
Uses wav2vec2-large-xlsr-53 architecture with powerful speech feature extraction capabilities
Low word error rate
Achieves a word error rate (WER) of 0.3996 on the evaluation set

Model Capabilities

English speech recognition
Filipino speech recognition
Speech-to-text

Use Cases

Speech transcription
Meeting minutes
Convert English or Filipino meeting recordings into text transcripts
Voice notes
Convert user's voice notes into searchable text content
Assistive technology
Voice control
Provide English and Filipino voice control functionality for applications
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