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Whisper Small Kurdish Sorani 10
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Whisper Small Kurdish Sorani 10

Developed by roshna-omer
A Kurdish Sorani dialect speech recognition model fine-tuned based on openai/whisper-small
Speech Recognition
Transformers
Open Source License:Apache-2.0#Kurdish speech recognition#Low word error rate#Multi-round fine-tuning optimization
Downloads 95
Release Time : 8/30/2024

Model Overview

This model is a fine-tuned version of Whisper-small, specifically optimized for the Kurdish Sorani dialect, suitable for speech-to-text tasks.

Model Features

Kurdish Sorani dialect optimization
Specially fine-tuned for the Kurdish Sorani dialect to improve recognition accuracy for this language
Low word error rate
Achieves a word error rate (WER) of 13.2% on the evaluation set, demonstrating excellent performance
Based on Whisper architecture
Built upon OpenAI's open-source Whisper-small model, providing a reliable foundation for speech recognition

Model Capabilities

Speech-to-text
Kurdish Sorani dialect recognition
Automatic speech recognition

Use Cases

Speech transcription
Kurdish speech transcription
Convert Kurdish Sorani dialect speech content into text
Word error rate 13.2%
Voice assistants
Kurdish voice interaction
Provide voice interaction capabilities for Kurdish-speaking users
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