7 citations · 13 across the 15 of their papers we have counts for
8 papers · 1 filter
Towards Zero-Shot Learning with Fewer Seen Class Examples
Vinay Kumar Verma, Ashish Mishra, Anubha Pandey +2
We present a meta-learning based generative model for zero-shot learning (ZSL) towards a challenging setting when the number of training examples from each \emph{seen} class is ver…
Correlation based Multi-phasal models for improved imagined speech EEG recognition
Rini A Sharon, Hema A Murthy
Translation of imagined speech electroencephalogram(EEG) into human understandable commands greatly facilitates the design of naturalistic brain computer interfaces. To achieve imp…
Novel Architectures for Unsupervised Information Bottleneck based Speaker Diarization of Meetings
Nauman Dawalatabad, Srikanth Madikeri, C. Chandra Sekhar +1
Speaker diarization is an important problem that is topical, and is especially useful as a preprocessor for conversational speech related applications. The objective of this paper…
The "Sound of Silence" in EEG -- Cognitive voice activity detection
Rini A Sharon, Hema A Murthy
Speech cognition bears potential application as a brain computer interface that can improve the quality of life for the otherwise communication impaired people. While speech and re…
Exploration of End-to-end Synthesisers forZero Resource Speech Challenge 2020
Karthik Pandia D S, Anusha Prakash, Mano Ranjith Kumar +1
A Spoken dialogue system for an unseen language is referred to as Zero resource speech. It is especially beneficial for developing applications for languages that have low digital…
Evidence of Task-Independent Person-Specific Signatures in EEG using Subspace Techniques
Mari Ganesh Kumar, Shrikanth Narayanan, Mriganka Sur +1
Electroencephalography (EEG) signals are promising as alternatives to other biometrics owing to their protection against spoofing. Previous studies have focused on capturing indivi…