Aravind Ganapathiraju

According to our database, Aravind Ganapathiraju authored at least 31 papers between 1996 and 2024.

Collaborative distances:

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

2024

LM-assisted keyword biasing with Aho-Corasick algorithm for Transducer-based ASR.

Iuliia Thorbecke, Juan Zuluaga-Gomez, Esaú Villatoro-Tello, Andrés Carofilis, Shashi Kumar, Petr Motlícek, Karthik Pandia, Aravind Ganapathiraju

CoRR, 2024

Fast Streaming Transducer ASR Prototyping via Knowledge Distillation with Whisper.

Iuliia Thorbecke, Juan Zuluaga-Gomez, Esaú Villatoro-Tello, Shashi Kumar, Pradeep Rangappa, Sergio Burdisso, Petr Motlícek, Karthik Pandia, Aravind Ganapathiraju

CoRR, 2024

TokenVerse: Unifying Speech and NLP Tasks via Transducer-based ASR.

Shashi Kumar, Srikanth R. Madikeri, Juan Zuluaga-Gomez, Iuliia Nigmatulina, Esaú Villatoro-Tello, Sergio Burdisso, Petr Motlícek, Karthik Pandia, Aravind Ganapathiraju

CoRR, 2024

Probability-Aware Word-Confusion-Network-To-Text Alignment Approach for Intent Classification.

Esaú Villatoro-Tello, Srikanth R. Madikeri, Bidisha Sharma, Driss Khalil, Shashi Kumar, Iuliia Nigmatulina, Petr Motlícek, Aravind Ganapathiraju

Proceedings of the IEEE International Conference on Acoustics, 2024

Multitask Speech Recognition and Speaker Change Detection for Unknown Number of Speakers.

Shashi Kumar, Srikanth R. Madikeri, Iuliia Nigmatulina, Esaú Villatoro-Tello, Petr Motlícek, Karthik Pandia, S. Pavankumar Dubagunta, Aravind Ganapathiraju

Proceedings of the IEEE International Conference on Acoustics, 2024

Fast Streaming Transducer ASR Prototyping via Knowledge Distillation with Whisper.

Iuliia Thorbecke, Juan Pablo Zuluaga-Gomez, Esaú Villatoro-Tello, Shashi Kumar, Pradeep Rangappa, Sergio Burdisso, Petr Motlícek, Karthik S, Aravind Ganapathiraju

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

TokenVerse: Towards Unifying Speech and NLP Tasks via Transducer-based ASR.

Shashi Kumar, Srikanth R. Madikeri, Juan Pablo Zuluaga-Gomez, Iuliia Thorbecke, Esaú Villatoro-Tello, Sergio Burdisso, Petr Motlícek, Karthik S, Aravind Ganapathiraju

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

Implementing Contextual Biasing in GPU Decoder for Online ASR.

Iuliia Nigmatulina, Srikanth R. Madikeri, Esaú Villatoro-Tello, Petr Motlícek, Juan Zuluaga-Gomez, Karthik Pandia, Aravind Ganapathiraju

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

On the Efficacy and Noise-Robustness of Jointly Learned Speech Emotion and Automatic Speech Recognition.

Lokesh Bansal, S. Pavankumar Dubagunta, Malolan Chetlur, Pushpak Jagtap, Aravind Ganapathiraju

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Effectiveness of Text, Acoustic, and Lattice-Based Representations in Spoken Language Understanding Tasks.

Esaú Villatoro-Tello, Srikanth R. Madikeri, Juan Zuluaga-Gomez, Bidisha Sharma, Seyyed Saeed Sarfjoo, Iuliia Nigmatulina, Petr Motlícek, Alexei V. Ivanov, Aravind Ganapathiraju

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Expanded Lattice Embeddings for Spoken Document Retrieval on Informal Meetings.

Esaú Villatoro-Tello, Srikanth R. Madikeri, Petr Motlícek, Aravind Ganapathiraju, Alexei V. Ivanov

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

2017

Neural Network Based Speaker Classification and Verification Systems with Enhanced Features.

Zhenhao Ge, Ananth N. Iyer, Srinath Cheluvaraja, Ram Sundaram, Aravind Ganapathiraju

CoRR, 2017

Speaker Change Detection Using Features through A Neural Network Speaker Classifier.

Zhenhao Ge, Ananth N. Iyer, Srinath Cheluvaraja, Aravind Ganapathiraju

CoRR, 2017

2016

ININ Submission to Zero Cost ASR Task at MediaEval 2016.

Tejas Godambe, Naresh Kumar, Pavan Kumar, Veera Raghavendra, Aravind Ganapathiraju

Proceedings of the Working Notes Proceedings of the MediaEval 2016 Workshop, 2016

Generation and Pruning of Pronunciation Variants to Improve ASR Accuracy.

Zhenhao Ge, Aravind Ganapathiraju, Ananth N. Iyer, Scott A. Randal, Felix I. Wyss

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

2015

Accent classification with phonetic vowel representation.

Zhenhao Ge, Yingyi Tan, Aravind Ganapathiraju

Proceedings of the 3rd IAPR Asian Conference on Pattern Recognition, 2015

2006

Improvements to bucket box intersection algorithm for fast GMM computation in embedded speech recognition systems.

Min Tang, Aravind Ganapathiraju

Proceedings of the Ninth International Conference on Spoken Language Processing, 2006

2004

Applications of support vector machines to speech recognition.

Aravind Ganapathiraju, Jonathan Hamaker, Joseph Picone

IEEE Trans. Signal Process., 2004

2002

A sparse modeling approach to speech recognition based on relevance vector machines.

Jonathan E. Hamaker, Joseph Picone, Aravind Ganapathiraju

Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002

2001

Syllable-based large vocabulary continuous speech recognition.

Aravind Ganapathiraju, Jonathan Hamaker, Joseph Picone, Mark Ordowski, George R. Doddington

IEEE Trans. Speech Audio Process., 2001

2000

Support vector machines for automatic data cleanup.

Aravind Ganapathiraju, Joseph Picone

Proceedings of the Sixth International Conference on Spoken Language Processing, 2000

Hybrid SVM/HMM architectures for speech recognition.

Aravind Ganapathiraju, Jonathan Hamaker, Joseph Picone

Proceedings of the Sixth International Conference on Spoken Language Processing, 2000

1999

Hierarchical search for large-vocabulary conversational speech recognition: working toward a solution to the decoding problem.

Neeraj Deshmukh, Aravind Ganapathiraju, Joseph Picone

IEEE Signal Process. Mag., 1999

A public domain speech-to-text system.

Mark Ordowski, Neeraj Deshmukh, Aravind Ganapathiraju, Jonathan Hamaker, Joseph Picone

Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999

1998

Improved surname pronunciations using decision trees.

Julie Ngan, Aravind Ganapathiraju, Joseph Picone

Proceedings of the 5th International Conference on Spoken Language Processing, Incorporating The 7th Australian International Speech Science and Technology Conference, Sydney Convention Centre, Sydney, Australia, 30th November, 1998

Information theoretic approaches to model selection.

Jonathan Hamaker, Aravind Ganapathiraju, Joseph Picone

Proceedings of the 5th International Conference on Spoken Language Processing, Incorporating The 7th Australian International Speech Science and Technology Conference, Sydney Convention Centre, Sydney, Australia, 30th November, 1998

Support vector machines for speech recognition.

Aravind Ganapathiraju, Jonathan Hamaker, Joseph Picone

Proceedings of the 5th International Conference on Spoken Language Processing, Incorporating The 7th Australian International Speech Science and Technology Conference, Sydney Convention Centre, Sydney, Australia, 30th November, 1998

Resegmentation of SWITCHBOARD.

Neeraj Deshmukh, Aravind Ganapathiraju, Andi Gleeson, Jonathan Hamaker, Joseph Picone

Proceedings of the 5th International Conference on Spoken Language Processing, Incorporating The 7th Australian International Speech Science and Technology Conference, Sydney Convention Centre, Sydney, Australia, 30th November, 1998

Advances in alphadigit recognition using syllables.

Jonathan Hamaker, Aravind Ganapathiraju, Joseph Picone, John J. Godfrey

Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

1997

Microsegment-based connected digit recognition.

John J. Godfrey, Aravind Ganapathiraju, Coimbatore S. Ramalingam, Joseph Picone

Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1996

Benchmarking human performance for continuous speech recognition.

Neeraj Deshmukh, Richard Duncan, Aravind Ganapathiraju, Joseph Picone

Proceedings of the 4th International Conference on Spoken Language Processing, 1996