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Whisper Large Sme

Developed by NbAiLab
A Northern Sami speech recognition model fine-tuned on Whisper-large-v2, achieving a word error rate of 24.91% on the test set
Speech Recognition
Transformers
 OtherOpen Source License:Apache-2.0#Northern Sami Speech Recognition#Low-resource Language ASR#Multi-dialect Support
Downloads 40
Release Time : 12/10/2022

Model Overview

This is an automatic speech recognition (ASR) model specifically optimized for Northern Sami, fine-tuned based on OpenAI's Whisper-large-v2 architecture.

Model Features

Northern Sami Optimization
Specially fine-tuned for Northern Sami, outperforming the original Whisper model on this language
Low Word Error Rate
Achieves a word error rate of 24.91% on the test set, demonstrating good performance for low-resource languages
Based on Whisper Architecture
Inherits the powerful speech recognition capabilities of Whisper-large-v2

Model Capabilities

Northern Sami Speech Recognition
Speech-to-Text

Use Cases

Language Preservation
Northern Sami Speech Transcription
Transcribing Northern Sami speech content into text for language preservation and research
Word error rate 24.91%
Education
Language Learning Assistance
Helping learners practice Northern Sami pronunciation and listening comprehension
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