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Model Card for wav2vec2-nepali

wav2vec2-nepali is the fine-tuned model for Nepali language, developed by finetuning the Facebook's wav2vec2 speech recognition model

Model Details

This model is fine-tuned on Nepali language dataset, so it can be used for transcribing Nepali speech. This model can convert Nepali speech to text with a good accuracy of 91% in normal conditions.

Uses

  • For Nepali speech to text transcription
  • Can be used for Nepali voice typing
  • Can be integrated with other systems like speech summarizer, translation systems.

Training Details

Training Data

OpenSLR

Training Procedure

Training Notebook

Metrics

Character Error Rate Word Error Rate

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Dataset used to train anish-shilpakar/wav2vec2-nepali