← Authors

S. Umesh

8 papers · 2016–2018 · 1 conference · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (10) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (17) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸ† Keyword Champion (2) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer

Conferences

INTERSPEECH (8)

Top co-authors

Basil Abraham (8) Neethu Mariam Joy (6) Tejaswi Seeram (2) Rini A Sharon (1) Murali Karthick Baskar (1) Vishwas M. Shetty (1) Sandeep Reddy Kothinti (1) Nithya Ravi (1) Anusha Prakash (1)

Research topics

Optimization (1)

Keywords

articulatory feature (3) low-resource language (3) automatic speech recognition (3) acoustic modeling (3) transfer learning (2) deep neural network (2) feature extraction (2) feature normalization (2) knowledge distillation (2) multilingual training (2) speaker adaptation (1) bidirectional long short-term memory (1) bottleneck feature (1) data pooling (1) parameter borrowing (1) speaker normalization (1) multilingual speech recognition (1) frame alignment (1) articulatory classifier (1) adaptation datum (1)

Papers

Articulatory and Stacked Bottleneck Features for Low Resource Speech Recognition INTERSPEECH 2018
Joint Estimation of Articulatory Features and Acoustic Models for Low-Resource Languages INTERSPEECH 2017
Generalized Distillation Framework for Speaker Normalization INTERSPEECH 2017
Transfer Learning and Distillation Techniques to Improve the Acoustic Modeling of Low Resource Languages INTERSPEECH 2017
On Improving Acoustic Models for TORGO Dysarthric Speech Database INTERSPEECH 2017
DNNs for Unsupervised Extraction of Pseudo FMLLR Features Without Explicit Adaptation Data INTERSPEECH 2016
Overcoming Data Sparsity in Acoustic Modeling of Low-Resource Language by Borrowing Data and Model Parameters from High-Resource Languages INTERSPEECH 2016
Articulatory Feature Extraction Using CTC to Build Articulatory Classifiers Without Forced Frame Alignments for Speech Recognition INTERSPEECH 2016