Harpreet Singh Anand


2024

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Empowering Low-Resource Language Translation: Methodologies for Bhojpuri-Hindi and Marathi-Hindi ASR and MT
Harpreet Singh Anand | Amulya Ratna Dash | Yashvardhan Sharma
Proceedings of the 21st International Conference on Spoken Language Translation (IWSLT 2024)

The paper describes our submission for the unconstrained track of ‘Dialectal and Low-Resource Task’ proposed in IWSLT-2024. We designed cascaded Speech Translation systems for the language pairs Marathi-Hindi and Bhojpuri-Hindi utilising and fine-tuning different pre-trained models for carrying out Automatic Speech Recognition (ASR) and Machine Translation (MT).