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samwell
/
medasr-ghana

Automatic Speech Recognition
Transformers
TensorBoard
Safetensors
English
lasr_ctc
asr
speech-to-text
medical-asr
african-accents
ghanaian-english
twi
akan
fante
ctc
Model card Files
xet
 Metrics Community
medasr-ghana / training_args.bin

Commit History

  1. 120 epochs, LR=3e-5 | Test WER: 0.3753

    samwell
    Verified signature
    98a34f8

  2. 80 epochs, LR=3e-5, no augmentation | Test WER: 0.3859

    samwell
    Verified signature
    ca9b828

  3. Simple approach: 40 epochs, LR=3e-5, no augmentation | Test WER: 0.4021

    samwell
    Verified signature
    315f005

  4. Balanced: light SpecAugment, 12 epochs, LR=2e-5 | Test WER: 0.5928

    samwell
    Verified signature
    8bde912

  5. Fine-tuned with SpecAugment (20 epochs, LR=1e-5) | Test WER: 0.6119

    samwell
    Verified signature
    5a287c4

  6. Fine-tuned on ALL Ghanaian accents (twi+akan+fante) | Test WER: 0.5526

    samwell
    Verified signature
    2220432

  7. Fine-tuned on Ghanaian accents (twi) | Test WER: 0.5919

    samwell
    Verified signature
    4323dd9

  8. Fine-tuned on Ghanaian accents | Test WER: 0.6178

    samwell
    Verified signature
    55283f6