3 papers
cs.SD2025
Tracking Articulatory Dynamics in Speech with a Fixed-Weight BiLSTM-CNN Architecture
Leena G Pillai, D. Muhammad Noorul Mubarak, Elizabeth Sherly
Speech production is a complex sequential process which involve the coordination of various articulatory features. Among them tongue being a highly versatile active articulator res…
cs.CL2024
Romanized to Native Malayalam Script Transliteration Using an Encoder-Decoder Framework
Bajiyo Baiju, Kavya Manohar, Leena G Pillai +1
In this work, we present the development of a reverse transliteration model to convert romanized Malayalam to native script using an encoder-decoder framework built with attention-…
cs.CL2024
Multistage Fine-tuning Strategies for Automatic Speech Recognition in Low-resource Languages
Leena G Pillai, Kavya Manohar, Basil K Raju +1
This paper presents a novel multistage fine-tuning strategy designed to enhance automatic speech recognition (ASR) performance in low-resource languages using OpenAI's Whisper mode…