Dhanya Eledath

According to our database, Dhanya Eledath authored at least 8 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Few-Shot Learning for Low-Resource E2E ASR: Mono-, Cross- and Multi-Lingual Scenarios.

Dhanya Eledath, V. Ramasubramanian

Proceedings of the International Conference on Signal Processing and Communications, 2024

2023

Correction: Trainable windows for SincNet architecture.

Prashanth H. C., Madhav Rao, Dhanya Eledath, V. Ramasubramanian

EURASIP J. Audio Speech Music. Process., December, 2023

Trainable windows for SincNet architecture.

Prashanth H. C., Madhav Rao, Dhanya Eledath, Ramasubramanian C

EURASIP J. Audio Speech Music. Process., December, 2023

2022

Few-shot learning for E2E speech recognition: architectural variants for support set generation.

Dhanya Eledath, Narasimha Rao Thurlapati, V. Pavithra, Tirthankar Banerjee, V. Ramasubramanian

Proceedings of the 30th European Signal Processing Conference, 2022

2021

End-to-end speech recognition from raw speech: Multi time-frequency resolution CNN architecture for efficient representation learning.

Dhanya Eledath, P. Inbarajan, Anurag Biradar, Sathwick Mahadeva, V. Ramasubramanian

Proceedings of the 29th European Signal Processing Conference, 2021

Few-Shot learning for frame-Wise phoneme recognition: Adaptation of matching networks.

Tirthankar Banerjee, Narasimha Rao Thurlapati, V. Pavithra, S. Mahalakshmi, Dhanya Eledath, V. Ramasubramanian

Proceedings of the 29th European Signal Processing Conference, 2021

Few shot learning for cross-lingual isolated word recognition.

Tirthankar Banerjee, Dhanya Eledath, V. Ramasubramanian

Proceedings of the AIMLSystems 2021: The First International Conference on AI-ML-Systems, Bangalore India, October 21, 2021

2020

Semi-supervised learning for acoustic model retraining: Handling speech data with noisy transcript.

Abhijith Madan, Ayush Khopkar, Shreekantha Nadig, Srinivasa Raghavan K. M., Dhanya Eledath, V. Ramasubramanian

Proceedings of the International Conference on Signal Processing and Communications, 2020