Whisper Small Te
This model was created from the Mozilla.ai Blueprint: speech-to-text-finetune.
Source du modèle
- Type
- Text model
- Taille du fichier
- 922 MB
- Modèle de base
- openai/whisper-small
- Version
- vmodel
- Mis à jour
- 28 sept. 2026
- Téléchargements
- 4
- Source
- Hugging Face
Description de la source
Finetuned openai/whisper-small on 99 Telugu training audio samples from ./cv-corpus-26.0-2026-06-12/te.
This model was created from the Mozilla.ai Blueprint: speech-to-text-finetune.
Evaluation results on 93 audio samples of Telugu:
Baseline model (before finetuning) on Telugu
- Word Error Rate (Normalized): 211.709
- Word Error Rate (Orthographic): 197.708
- Character Error Rate (Normalized): 174.02
- Character Error Rate (Orthographic): 229.888
- Loss: 2.799
Finetuned model (after finetuning) on Telugu
- Word Error Rate (Normalized): 76.959
- Word Error Rate (Orthographic): 102.292
- Character Error Rate (Normalized): 46.763
- Character Error Rate (Orthographic): 63.457
- Loss: 1.08
Sources
1 source
Sources
1 sourceVérifié 22 sept.
Artefacts du modèle
1 artefact
Artefacts du modèle
1 artefactExtraits de sources
2 extraits
Extraits de sources
2 extraits--- base_model: openai/whisper-small datasets: - te language: te library_name: transformers license: apache-2.0 model-index: - name: Finetuned openai/whisper-small on Telugu results: - task: type: automatic-speech-recognition name: Speech-to-Text dataset: name: Common Voice (Telugu) type: common_voice metrics: - type: wer value: 76.959 --- # Finetuned openai/whisper-small on 99 Telugu training audio samples from ./cv-corpus-26.0-2026-06-12/te. This model was created from the Mozilla.ai Blueprint: [speech-to-text-finetune](https://github.com/mozilla-ai/speech-to-text-finetune). ## Evaluation results on 93 audio samples of Telugu: ### Baseline model (before finetuning) on Telugu - Word Error Rate (Normalized): 211.709 - Word Error Rate (Orthographic): 197.708 - Character Error Rate (Normalized): 174.02 - Character Error Rate (Orthographic): 229.888 - Loss: 2.799 ### Finetuned model (after finetuning) on Telugu - Word Error Rate (Normalized): 76.959 - Word Error Rate (Orthographic): 102.292 - Character Error Rate (Normalized): 46.763 - Character Error Rate (Orthographic): 63.457 - Loss: 1.08
Source context: 4 downloads · 0 likes · Pipeline automatic-speech-recognition · Library transformers · Repo jaiti05/whisper-small-te
