Whisper Small Te

--- base_model: openai/whisper-small datasets: - sarvam-tts-in-te-en 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: 66.126 --- # Finetuned openai/whisper-small on 123 telugu training audio samples from AkCodes23/sarvam-tts-in-te-en. 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 8 audio samples of telugu: ### Baseline model (before finetuning) on telugu - Word Error Rate (Normalized): 109.73 - Word Error Rate (Orthographic): 124.413 - Character Error Rate (Normalized): 72.428 - Character Error Rate (Orthographic): 98.127 - Loss: 1.815 ### Finetuned model (after finetuning) on telugu - Word Error Rate (Normalized): 66.126 - Word Error Rate (Orthographic): 90.141 - Character Error Rate (Normalized): 51.045 - Character Error Rate (Orthographic): 59.465 - Loss: 0.597

Source context: 5 downloads · 0 likes · Pipeline automatic-speech-recognition · Library transformers · Repo yeshu-09/whisper-small-te