Amit Meghanani
PhD @ UKRI CDT in Speech and Language Technologies

Department of Computer Science
The University of Sheffield, UK
I am a PhD student at UKRI CDT in Speech and Language Technologies under the supervision of Prof. Thomas Hain , University of Sheffield. I am also a member of SPandH and Machine Intelligence for Natural Interfaces (MINI) research group. Currently, I am working on self-supervised learning for speech, disentangled speech representations, cost-effective self-supervised fine-tuning of self-supervised learning based speech models for task-specific speech representations. Acoustic word/sub-word embeddings.
Before joining my PhD, I worked as a senior data scientist at Publicis Sapient. Before that, I did my M.Tech (Research) from the Dept. of Electrical Engineering Indian Institute of Science (IISc), Bangalore, working for Medical Intelligence and Language Engineering (MILE) lab under the supervision of Prof. A. G. Ramakrishnan. I was a project assoicate at the same lab after finishing my masters for 3 months. During my term at IISc, I have worked on various research topics like speaker recognition, speech recognition, natural language processing for social media , applied machine and deep learning for recognising cognitive impairments using clinical data, etc.
news
May 19, 2025 | As a participant in the SDAIA Winter School, I collaborated on the paper “Towards a Unified Benchmark for Arabic Pronunciation Assessment: Quranic Recitation as a Case Study,” which has been accepted at Interspeech 2025. |
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Sep 04, 2024 | Poster presentation of the paper ‘‘LASER: Learning by Aligning Self-supervised Representations of Speech for Improving Content-related Tasks.’’ at Interspeech 2024. |
Jun 04, 2024 | Recent work ‘‘LASER: Learning by Aligning Self-supervised Representations of Speech for Improving Content-related Tasks.’’ has been accepted at Interspeech 2024. |
Apr 16, 2024 | Poster presentation of the paper ‘‘SCORE: Self-supervised Correspondence Fine-tuning for Improved Content Representations’’ at ICASSP 2024! ![]() ![]() |
Mar 18, 2024 | Oral presentation of the paper ‘‘Improving Acoustic Word Embeddings through Correspondence Training of Self-supervised Speech Representations’’ at EACL 2024 Main confrerence ! ![]() ![]() |