metadata
library_name: transformers
language:
- hr
base_model:
- openai/whisper-large-v3-turbo
metrics:
- wer
Model Card for Model ID
Model Details
Fine tuned with LoRa and merged. Parla Speech HR dataset + augmented additions. Full fine-tuned version is still in training.
LoRa adapters: slsolucije/whisper-large-v3-turbo-hr-parla-lora-adapters
WER comparsion
| Dataset | Model | WER (%) |
|---|---|---|
| google/fleurs hr_hr test | openai/whisper-base | 65.99 |
| google/fleurs hr_hr test | openai/whisper-large-v3-turbo | 12.73 |
| google/fleurs hr_hr test | slsolucije/whisper-large-v3-turbo-hr-parla-lora-merged | 9.93 |
| GoranS/stt-croatian_99k_265_2 test | openai/whisper-large-v3-turbo | 22.93 |
| GoranS/stt-croatian_99k_265_2 test | slsolucije/whisper-large-v3-turbo-hr-parla-lora-merged | 19.02 |
| GoranS/stt-croatian-sl-31k test | openai/whisper-large-v3-turbo | 21.62 |
| GoranS/stt-croatian-sl-31k test | slsolucije/whisper-large-v3-turbo-hr-parla-lora-merged | 17.07 |
| parla_867k_2483_0.5 test | openai/whisper-large-v3-turbo | 10.23 |
| parla_867k_2483_0.5 test | slsolucije/whisper-large-v3-turbo-hr-parla-lora-merged | 4.58 |
Model Description
This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated.
- Language(s): Croatian (hr)
- Finetuned from model: openai/whisper-large-v3-turbo