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Whisper Small Telugu

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

Sourcehuggingface.co/Rahul3215/whisper-small-telugu/tree/ec767415ca2207608adfc5025ad7c64339ca2f28
KindText modelBase modelopenai/whisper-smallVersionmodel

Model source

Kind
Text model
File size
922 MB
Base model
openai/whisper-small
Version
vmodel
Updated
Sep 28, 2026
Downloads
11
Source
Hugging Face

Source description

Finetuned openai/whisper-small on 812 Telugu training audio samples from /content/dataset.

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

Evaluation results on 203 audio samples of Telugu:

Baseline model (before finetuning) on Telugu

  • Word Error Rate (Normalized): 173.255
  • Word Error Rate (Orthographic): 139.928
  • Character Error Rate (Normalized): 142.764
  • Character Error Rate (Orthographic): 161.132
  • Loss: 2.305

Finetuned model (after finetuning) on Telugu

  • Word Error Rate (Normalized): 122.977
  • Word Error Rate (Orthographic): 134.42
  • Character Error Rate (Normalized): 83.015
  • Character Error Rate (Orthographic): 104.111
  • Loss: 1.345

Sources

1 source
Hugging FacePrimaryVersion ec767415ca2207608adfc5025ad7c64339ca2f28
huggingface.co/Rahul3215/whisper-small-telugu/tree/ec767415ca2207608adfc5025ad7c64339ca2f28

Verified Sep 22

Model artifacts

1 artifact

model.safetensors

safetensors · 922 MB · SHA-256 3d03ac53d7b3…8427 · Hugging Face

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Source excerpts

2 excerpts
ReadmeSep 22huggingface.co/Rahul3215/whisper-small-telugu

--- base_model: openai/whisper-small datasets: - dataset 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: 122.977 --- # Finetuned openai/whisper-small on 812 Telugu training audio samples from /content/dataset. 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 203 audio samples of Telugu: ### Baseline model (before finetuning) on Telugu - Word Error Rate (Normalized): 173.255 - Word Error Rate (Orthographic): 139.928 - Character Error Rate (Normalized): 142.764 - Character Error Rate (Orthographic): 161.132 - Loss: 2.305 ### Finetuned model (after finetuning) on Telugu - Word Error Rate (Normalized): 122.977 - Word Error Rate (Orthographic): 134.42 - Character Error Rate (Normalized): 83.015 - Character Error Rate (Orthographic): 104.111 - Loss: 1.345

NoteSep 22huggingface.co/Rahul3215/whisper-small-telugu

Source context: 11 downloads · 0 likes · Pipeline automatic-speech-recognition · Library transformers · Repo Rahul3215/whisper-small-telugu