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English Accents Classification
An English accent classification model based on facebook/wav2vec2-base-960h, capable of recognizing five common English accents: American, English, Indian, Australian, and Canadian.
Downloads 29
Release Time : 8/27/2023
Model Overview
This model is used to identify common English accent types from speech audio samples, supporting classification of five major English accents.
Model Features
Multi-accent recognition
Capable of recognizing five common English accent types
Pre-trained model based
Fine-tuned on facebook/wav2vec2-base-960h, with excellent speech feature extraction capabilities
Open-source license
Uses Apache-2.0 license, allowing commercial use
Model Capabilities
Speech classification
English accent recognition
Audio feature extraction
Use Cases
Speech analysis
Accent recognition service
Provides accent classification functionality for speech recognition systems to improve recognition accuracy
Achieved an overall accuracy of 52.2% on the test set
Language learning application
Helps language learners identify and distinguish between different English accents
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