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Whisper Small Te

This model was created from the Mozilla.ai Blueprint: speech-to-text-finetune.

TypeText modelModèle de baseopenai/whisper-smallVersionmodel

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
Hugging FacePrincipalVersion ed8aae1cdb0d95caf8c184a6d96ad4cc4ea813e0
huggingface.co/jaiti05/whisper-small-te/tree/ed8aae1cdb0d95caf8c184a6d96ad4cc4ea813e0

Vérifié 22 sept.

Artefacts du modèle

1 artefact

model.safetensors

safetensors · 922 MB · SHA-256 a2ef4b0ca55f…6b7a · Hugging Face

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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