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
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- Language(s): Croatian (hr)
- Finetuned from model: openai/whisper-large-v3-turbo
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Model tree for slsolucije/whisper-large-v3-turbo-hr-parla-lora-merged
Base model
openai/whisper-large-v3
Finetuned
openai/whisper-large-v3-turbo