S Umesh

5 papers · 2023–2025 · 1 venue · across top CS/AI venues

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Achievements

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Venues

Interspeech (5)

Top co-authors

Vasista Sai Lodagala (3) Jordan F (2) Shoutrik Das (2) Vrunda N. Sukhadia (2) A Arunkumar (1) Nithya Ravi (1) Metilda Sagaya Mary (1) Dipti Sharma (1) Arjun Gangwar (1) Mohana N (1)

Research topics

Speech & Audio (5) Synthesis (3) Machine Learning (2) Natural Language Processing (2) Learning Types (2) Recognition (2) Deep Learning (1) Applications (1) Models (1) Processing (1) Resources & Methods (1)

Keywords

self-supervised learning (3) language identification (2) automatic speech recognition (2) multilingual pretraining (1) acoustic representation (1) diffusion transformer (1) text-to-speech synthesis (1) indian language (1) conditional flow matching (1) lip synchronization (1) out-of-distribution data (1) word error rate (1) speech foundation model (1) multilingual speech recognition (1) auxiliary loss (1) multilingual asr (1) common label set (1) cross-lingual dubbing (1) speech conversion (1) discrete acoustic unit (1)

Papers

Improved Intelligibility of Dysarthric Speech using Conditional Flow Matching Interspeech 2025 All Ears: Building Self-Supervised Learning based ASR models for Indian Languages at scale Interspeech 2024 SALTTS: Leveraging Self-Supervised Speech Representations for improved Text-to-Speech Synthesis Interspeech 2023 Technology Pipeline for Large Scale Cross-Lingual Dubbing of Lecture Videos into Multiple Indian Languages Interspeech 2023 The Tag-Team Approach: Leveraging CLS and Language Tagging for Enhancing Multilingual ASR Interspeech 2023