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Whisper Large Khmer Asr
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Whisper Large Khmer Asr

Developed by ksoky
A Khmer automatic speech recognition model fine-tuned based on OpenAI Whisper Large, trained on the SLR42 dataset
Speech Recognition
Transformers
 OtherOpen Source License:Apache-2.0#Khmer speech recognition#Low word error rate#Multilingual support
Downloads 37
Release Time : 11/17/2022

Model Overview

This model is a Khmer fine-tuned version of Whisper Large, specifically designed for Khmer speech recognition tasks. It achieved a word error rate of 29.52% on the SLR42 test set.

Model Features

Khmer optimization
Specially fine-tuned for Khmer speech characteristics to improve recognition accuracy
Based on Whisper architecture
Utilizes OpenAI Whisper's powerful speech recognition capabilities as the base model
Open-source license
Released under Apache 2.0 license, allowing both commercial and research use

Model Capabilities

Khmer speech recognition
Speech-to-text conversion

Use Cases

Speech transcription
Khmer meeting minutes
Automatically transcribe Khmer meeting recordings into text records
Word error rate approximately 29.5%
Media subtitle generation
Automatically generate subtitles for Khmer video content
Voice assistants
Khmer voice command recognition
Used for command recognition in Khmer voice assistant systems
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