Downloads · 30 days
25
3% of all-time downloads
whisper-small-el
farsipal/whisper-small-el
whisper-small-el is a automatic speech recognition model from farsipal. Use it when you need speech turned into text. It is set up for transformers. The card lists the license as apache-2.0.
This model is a fine-tuned version of openai/whisper-small on the mozilla-foundation/commonvoice110 el dataset for transcription in Greek. It achieves the following results on the evaluation set:
All-time downloads
754
Public
Repo size
6.8 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin967 MB · 100%
At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- apache-2.0
- Model type
- whisper
- Access
- Public
- Created
- Dec 5, 2022
- Updated
- Dec 7, 2022
- SHA
- 3d701de1
Model card
From the Hugging Face model README
Whisper Small - Greek (el)
This model is a fine-tuned version of openai/whisper-small on the mozilla-foundation/common_voice_11_0 el dataset for transcription in Greek. It achieves the following results on the evaluation set:
- train_loss: 0.0615
- Wer: 20.2080
Training results
Upon completion of training the best model was reloaded and tested with the following results extracted from the stdout log:
Loading best model from ./whisper-small-el/checkpoint-5000 (score: 20.208023774145616).
{'train_runtime': 73232.697,
'train_samples_per_second': 4.37,
'train_steps_per_second': 0.068,
'train_loss': 0.06146362095708027,
'epoch': 94.34}
TrainOutput(global_step=5000,
training_loss=0.06146362095708027,
metrics={'train_runtime': 73232.697,
'train_samples_per_second': 4.37,
'train_steps_per_second': 0.068,
'train_loss': 0.06146362095708027,
'epoch': 94.34})
Framework versions
- Transformers 4.26.0.dev0
- Pytorch 1.13.0
- Datasets 2.7.1.dev0
- Tokenizers 0.12.1
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- el
- Created
- Dec 5, 2022
- Updated
- Dec 7, 2022