S. Umesh

Span Classification with Structured Information for Disfluency Detection in Spoken Utterances

2022 · Interspeech 2022

Existing approaches in disfluency detection focus on solving a token-level classification task for identifying and removing disfluencies in text.Moreover, most works focus on leveraging only contextual information captured by the linear sequences in text, thus …

Lite ASR Transformer: A Light Weight Transformer Architecture For Automatic Speech Recognition

2024

Transformers are popular sequence-to-sequence models but have large number of parameters and high compute requirements. As an initiative to reduce the energy demand by Transformer models and to get better Transformer models for edge devices, …

Inx-Speakerhub: A 2000-Hour Indian Multiligual Speaker Verification Corpus

2024

This paper presents the data collection efforts, statistics and preparation involved in creating the 2333-hour INX-SpeakerHub, an Indian multilingual speaker identification dataset. It has legally collected speech from approximately 11,000 Indian native speakers in 10 …

Effectively combining Phi-4 and NLLB for Spoken Language Translation: SPRING Lab IITM’s submission to Low Resource Multilingual Indic Track

2025

This paper presents the methodologies implemented for Spoken Language Translation for the language pairs Hindi-English, Bengali-English and Tamil-English for the Low Resource Multilingual Indic Track of The International Conference on Spoken Language Translation (IWSLT) for …