Update Chapter 5 ASR content with latest datasets and models #217
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- Update Common Voice dataset from v13 to v17 (latest available) - Update language count from 108 to 124 languages in Common Voice 17 - Update all dataset URLs and references throughout chapter5 files - Update Whisper model reference from whisper-large-v2 to whisper-large-v3 - Update training examples and code snippets to use latest dataset version - Maintain educational content structure while using current resources Files updated: - chapters/en/chapter5/choosing_dataset.mdx - chapters/en/chapter5/evaluation.mdx - chapters/en/chapter5/fine-tuning.mdx - chapters/en/chapter5/asr_models.mdx - chapters/en/_toctree.yml (minor formatting fix)
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- Add detailed section on Moonshine ASR: edge-optimized, 5x faster for short audio - Add detailed section on Kyutai STT: real-time streaming capabilities - Include architecture comparison table with performance characteristics - Add code examples for using Moonshine and Kyutai models - Update model selection table with new ASR alternatives - Add model-specific dataset recommendations in choosing_dataset.mdx - Provide guidance on when to choose each model architecture - Update summary to reflect expanded ASR landscape This addresses the Whisper-centric nature of Chapter 5 by providing comprehensive coverage of modern ASR alternatives with different optimization focuses.
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Summary
Changes Made
Dataset and Model Updates
common_voice_13_0→common_voice_17_0New ASR Architecture Coverage
Files Modified
chapters/en/chapter5/asr_models.mdx- Added modern ASR section, comparison table, code exampleschapters/en/chapter5/choosing_dataset.mdx- Added model-specific dataset recommendationschapters/en/chapter5/evaluation.mdx- Updated dataset referenceschapters/en/chapter5/fine-tuning.mdx- Updated training exampleschapters/en/_toctree.yml- Minor formatting fixKey Features Added
Architecture Comparison Table
Model Selection Guidelines
Test Plan