Khmer Automation Speech Recognition
Collection
This project contributes to ASR modeling through a collection of models.
•
9 items
•
Updated
This model is a fine-tuned version of openai/whisper-small on a Khmer ASR dataset. It achieves the following results on the evaluation set:
Fine-tuned for automatic speech recognition (ASR) in Khmer using a combination of public and custom datasets.
More information needed
Includes:
The following hyperparameters were used during training:
Training Loss | Epoch | Step | Validation Loss | WER |
---|---|---|---|---|
0.235 | 1.0 | 5694 | 0.1025 | 80.7038 |
0.0872 | 2.0 | 11388 | 0.0852 | 80.3682 |
0.0636 | 3.0 | 17082 | 0.0789 | 79.8482 |
0.0494 | 4.0 | 22776 | 0.0776 | 78.5976 |
Base model
openai/whisper-small