---
library_name: transformers
language:
- hr
base_model:
- openai/whisper-large-v3-turbo
metrics:
- wer
---

# Model Card for Model ID

<!-- Provide a quick summary of what the model is/does. -->



## 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

<!-- Provide a longer summary of what this model is. -->

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