Shakti P. Rath

According to our database, Shakti P. Rath authored at least 21 papers between 2012 and 2022.

Collaborative distances:

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

2022

Improved far-field speech recognition using Joint Variational Autoencoder.

Shashi Kumar, Shakti P. Rath, Abhishek Pandey

CoRR, 2022

2021

A Mixture of Expert Based Deep Neural Network for Improved ASR.

Vishwanath Pratap Singh, Shakti P. Rath, Abhishek Pandey

CoRR, 2021

A higher order Minkowski loss for improved prediction ability of acoustic model in ASR.

Vishwanath Pratap Singh, Shakti P. Rath, Abhishek Pandey

CoRR, 2021

Speaker Normalization Using Joint Variational Autoencoder.

Shashi Kumar, Shakti P. Rath, Abhishek Pandey

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Whisper Speech Enhancement Using Joint Variational Autoencoder for Improved Speech Recognition.

Vikas Agrawal, Shashi Kumar, Shakti P. Rath

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Teager Energy Subband Filtered Features for Near and Far-Field Automatic Speech Recognition.

Madhu R. Kamble, Shekhar Nayak, M. Ali Basha Shaik, Shakti P. Rath, Vikram Vij, Hemant A. Patil

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2021

2019

Far-Field Speech Enhancement Using Heteroscedastic Autoencoder for Improved Speech Recognition.

Shashi Kumar, Shakti P. Rath

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

A Multi-Accent Acoustic Model Using Mixture of Experts for Speech Recognition.

Abhinav Jain, Vishwanath P. Singh, Shakti P. Rath

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Joint Distribution Learning in the Framework of Variational Autoencoders for Far-Field Speech Enhancement.

Mahesh K. Chelimilla, Shashi Kumar, Shakti P. Rath

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

2018

A computationally efficient approach for acoustic class specific VTLN using regression tree.

Shakti P. Rath

Int. J. Speech Technol., 2018

Leveraging Second-Order Log-Linear Model for Improved Deep Learning Based ASR Performance.

Ankit Raj, Shakti P. Rath, Jithendra Vepa

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

2017

Factored front-end CMLLR for joint speaker and environment normalization under DNN-HMM.

Shakti P. Rath

Int. J. Speech Technol., 2017

Scalable algorithms for unsupervised clustering of acoustic data for speech recognition.

Shakti P. Rath

Comput. Speech Lang., 2017

2014

Speech recognition and keyword spotting for low-resource languages: Babel project research at CUED.

Mark J. F. Gales, Kate M. Knill, Anton Ragni, Shakti P. Rath

Proceedings of the 4th Workshop on Spoken Language Technologies for Under-resourced Languages, 2014

Combining tandem and hybrid systems for improved speech recognition and keyword spotting on low resource languages.

Shakti P. Rath, Kate M. Knill, Anton Ragni, Mark J. F. Gales

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

Data augmentation for low resource languages.

Anton Ragni, Kate M. Knill, Shakti P. Rath, Mark J. F. Gales

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

Language independent and unsupervised acoustic models for speech recognition and keyword spotting.

Kate M. Knill, Mark J. F. Gales, Anton Ragni, Shakti P. Rath

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

2013

Improved feature processing for deep neural networks.

Shakti P. Rath, Daniel Povey, Karel Veselý, Jan Cernocký

Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

A region-specific feature-space transformation for speaker adaptation and singularity analysis of jacobian matrix.

Shakti P. Rath, Lukás Burget, Martin Karafiát, Ondrej Glembek, Jan Cernocký

Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

Investigation of multilingual deep neural networks for spoken term detection.

Kate M. Knill, Mark J. F. Gales, Shakti P. Rath, Philip C. Woodland, Chao Zhang, Shi-Xiong Zhang

Proceedings of the 2013 IEEE Workshop on Automatic Speech Recognition and Understanding, 2013

2012

A factorized representation of FMLLR transform based on QR-decomposition.

Shakti P. Rath, Martin Karafiát, Ondrej Glembek, Jan Cernocký

Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012