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J. Pushparaj

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#small language model Open access Sep 2026

Exploring Wav2Vec2 XLSR-53 and Whisper-small for Telugu language speech-to-text: a fine-tuning approach

Online voice-based applications and speech communication have grown as a result of the revolutionary rise of smart gadgets and social media. The rapid advancement of deep learning (DL) has transformed the field of audio processing, enabling smooth human-computer interaction. DL approaches have been used to develop spee...

Muzaffar Ahmad Dar, Sri Gani Kaarthikeya Kammula, J. Pushparaj et al. · 0 citations
Open access Jul 2026

A comparative analysis of pretrained Wav2Vec XLSR-53 and Whisper-Small models for automatic speech recognition in the Telugu language

This paper investigates the effectiveness of pre-trained models like Wav2Vec XLSR-53 and Whisper-Small for developing ASR systems for the Telugu language, addressing the challenge of limited data availability and demonstrating satisfactory results even when fine-tuned on a smaller dataset.

J. Pushparaj, Muzaffar Ahmad Dar, Sri Gani Kaarthikeya Kammula et al. · 0 citations

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