Sri Garimella

According to our database, Sri Garimella authored at least 18 papers between 2012 and 2024.

Collaborative distances:

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

2024

An Efficient Self-Learning Framework For Interactive Spoken Dialog Systems.

Hitesh Tulsiani, David M. Chan, Shalini Ghosh, Garima Lalwani, Prabhat Pandey, Ankish Bansal, Sri Garimella, Ariya Rastrow, Björn Hoffmeister

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Unified Modeling of Multi-Domain Multi-Device ASR Systems.

Soumyajit Mitra, Swayambhu Nath Ray, Bharat Padi, Raghavendra Bilgi, Harish Arsikere, Shalini Ghosh, Ajay Srinivasamurthy, Sri Garimella

Proceedings of the Text, Speech, and Dialogue - 26th International Conference, 2023

2021

Improving RNN-T ASR Performance with Date-Time and Location Awareness.

Swayambhu Nath Ray, Soumyajit Mitra, Raghavendra Bilgi, Sri Garimella

Proceedings of the Text, Speech, and Dialogue - 24th International Conference, 2021

Efficient Large Scale Semi-Supervised Learning for CTC Based Acoustic Models.

Prakhar Swarup, Debmalya Chakrabarty, Ashtosh Sapru, Hitesh Tulsiani, Harish Arsikere, Sri Garimella

Proceedings of the IEEE Spoken Language Technology Workshop, 2021

Joint ASR and Language Identification Using RNN-T: An Efficient Approach to Dynamic Language Switching.

Surabhi Punjabi, Harish Arsikere, Zeynab Raeesy, Chander Chandak, Nikhil Bhave, Ankish Bansal, Markus Müller, Sergio Murillo, Ariya Rastrow, Andreas Stolcke, Jasha Droppo, Sri Garimella, Roland Maas, Mat Hans, Athanasios Mouchtaris, Siegfried Kunzmann

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Knowledge Distillation and Data Selection for Semi-Supervised Learning in CTC Acoustic Models.

Prakhar Swarup, Debmalya Chakrabarty, Ashtosh Sapru, Hitesh Tulsiani, Harish Arsikere, Sri Garimella

CoRR, 2020

Streaming End-to-End Bilingual ASR Systems with Joint Language Identification.

Surabhi Punjabi, Harish Arsikere, Zeynab Raeesy, Chander Chandak, Nikhil Bhave, Ankish Bansal, Markus Müller, Sergio Murillo, Ariya Rastrow, Sri Garimella, Roland Maas, Mat Hans, Athanasios Mouchtaris, Siegfried Kunzmann

CoRR, 2020

Improved Training Strategies for End-to-End Speech Recognition in Digital Voice Assistants.

Hitesh Tulsiani, Ashtosh Sapru, Harish Arsikere, Surabhi Punjabi, Sri Garimella

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Leveraging Unlabeled Speech for Sequence Discriminative Training of Acoustic Models.

Ashtosh Sapru, Sri Garimella

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

2019

Improving ASR Confidence Scores for Alexa Using Acoustic and Hypothesis Embeddings.

Prakhar Swarup, Roland Maas, Sri Garimella, Sri Harish Mallidi, Björn Hoffmeister

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

Multi-Dialect Acoustic Modeling Using Phone Mapping and Online i-Vectors.

Harish Arsikere, Ashtosh Sapru, Sri Garimella

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

Language Model Bootstrapping Using Neural Machine Translation for Conversational Speech Recognition.

Surabhi Punjabi, Harish Arsikere, Sri Garimella

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

2017

Robust Online i-Vectors for Unsupervised Adaptation of DNN Acoustic Models: A Study in the Context of Digital Voice Assistants.

Harish Arsikere, Sri Garimella

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

2015

fMLLR based feature-space speaker adaptation of DNN acoustic models.

Sree Hari Krishnan Parthasarathi, Björn Hoffmeister, Spyros Matsoukas, Arindam Mandal, Nikko Strom, Sri Garimella

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

Robust i-vector based adaptation of DNN acoustic model for speech recognition.

Sri Garimella, Arindam Mandal, Nikko Strom, Björn Hoffmeister, Spyros Matsoukas, Sree Hari Krishnan Parthasarathi

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

2013

Factor Analysis of Auto-Associative Neural Networks With Application in Speaker Verification.

Sri Garimella, Hynek Hermansky

IEEE Trans. Neural Networks Learn. Syst., 2013

2012

Regularized Auto-Associative Neural Networks for Speaker Verification.

Sri Garimella, Sri Harish Reddy Mallidi, Hynek Hermansky

IEEE Signal Process. Lett., 2012

Factor analysis of mixture of auto-associative neural networks for speaker verification.

Sri Garimella, Hynek Hermansky

Proceedings of the Odyssey 2012: The Speaker and Language Recognition Workshop, 2012