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better_transcription
bhattasp/better_transcription
better_transcription is a machine learning model from bhattasp. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
This model combines transcriptions from multiple sources separated by '/' to generate an optimal transcription. It is fine-tuned on a dataset where each sample has three candidate transcriptions and a reference transc…
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At a glance
- License
- apache-2.0
- Model type
- t5
- Access
- Public
- Created
- Nov 1, 2024
- Updated
- Nov 24, 2024
- SHA
- 1df969ca
Datasets
Model card
From the Hugging Face model README
T5-based Audio Transcription Fusion Model
This model combines transcriptions from multiple sources separated by '/' to generate an optimal transcription. It is fine-tuned on a dataset where each sample has three candidate transcriptions and a reference transcription.
Training Details
Model trained on 21000 samples for 10 epochs with T5-small as the base model.
Training Loss: 0.004994123708456755
Evaluation Details
Test Loss: 0.011637951454891172 Word Error Rate (WER): 0.0726561850095666
- Type
- t5
- License
- apache-2.0
- Languages
- en
- Created
- Nov 1, 2024
- Updated
- Nov 24, 2024