Ganesh Sivaraman

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 36

Top Topics

Speech Recognition

Mel Frequency Cepstral Coefficients

Top Venues

Publications

Nicholas Klein, Ganesh Sivaraman, Elie Khoury
Phonetic Richness for Improved Automatic Speaker Verification. CoRR (2024)
Ganesh Sivaraman, Chris J. Benmore
Deciphering diffuse scattering with machine learning and the equivariant foundation model: The case of molten FeO. CoRR (2024)
Yashish M. Siriwardena, Ahmed Adel Attia, Ganesh Sivaraman, Carol Y. Espy-Wilson
Audio Data Augmentation for Acoustic-to-Articulatory Speech Inversion. EUSIPCO (2023)
Logan T. Ward, J. Gregory Pauloski, Valérie Hayot-Sasson, Ryan Chard, Yadu N. Babuji, Ganesh Sivaraman, Sutanay Choudhury, Kyle Chard, Rajeev Thakur, Ian T. Foster
Cloud Services Enable Efficient AI-Guided Simulation Workflows across Heterogeneous Resources. CoRR (2023)
Logan T. Ward, J. Gregory Pauloski, Valérie Hayot-Sasson, Ryan Chard, Yadu N. Babuji, Ganesh Sivaraman, Sutanay Choudhury, Kyle Chard, Rajeev Thakur, Ian T. Foster
Cloud Services Enable Efficient AI-Guided Simulation Workflows across Heterogeneous Resources. IPDPS Workshops (2023)
Rahil Parikh, Nadee Seneviratne, Ganesh Sivaraman, Shihab Shamma, Carol Y. Espy-Wilson
Acoustic To Articulatory Speech Inversion Using Multi-Resolution Spectro-Temporal Representations Of Speech Signals. INTERSPEECH (2022)
Amruta Saraf, Ganesh Sivaraman, Elie Khoury
A Zero-Shot Approach to Identifying Children's Speech in Automatic Gender Classification. SLT (2022)
Amruta Saraf, Ganesh Sivaraman, Elie Khoury
Confidence Measure for Automatic Age Estimation From Speech. INTERSPEECH (2022)
Rahil Parikh, Nadee Seneviratne, Ganesh Sivaraman, Shihab A. Shamma, Carol Y. Espy-Wilson
Acoustic To Articulatory Speech Inversion Using Multi-Resolution Spectro-Temporal Representations Of Speech Signals. CoRR (2022)
Yashish M. Siriwardena, Ganesh Sivaraman, Carol Y. Espy-Wilson
Acoustic-to-articulatory Speech Inversion with Multi-task Learning. INTERSPEECH (2022)
Ganesh Sivaraman, Ricardo Casal, Matt Garland, Elie Khoury
Unsupervised Model Adaptation for End-to-End ASR. ICASSP (2022)
Yuliana Zamora, Logan T. Ward, Ganesh Sivaraman, Ian T. Foster, Henry Hoffmann
Proxima: accelerating the integration of machine learning in atomistic simulations. ICS (2021)
Logan T. Ward, Ganesh Sivaraman, J. Gregory Pauloski, Yadu N. Babuji, Ryan Chard, Naveen Dandu, Paul C. Redfern, Rajeev S. Assary, Kyle Chard, Larry A. Curtiss, Rajeev Thakur, Ian T. Foster
Colmena: Scalable Machine-Learning-Based Steering of Ensemble Simulations for High Performance Computing. MLHPC@SC (2021)
Jenna A. Bilbrey, Logan T. Ward, Sutanay Choudhury, Neeraj Kumar, Ganesh Sivaraman
Evening the Score: Targeting SARS-CoV-2 Protease Inhibition in Graph Generative Models for Therapeutic Candidates. CoRR (2021)
Francis J. Alexander, James Ang, Jenna A. Bilbrey, Jan Balewski, Tiernan Casey, Ryan Chard, Jong Choi, Sutanay Choudhury, Bert J. Debusschere, Anthony M. DeGennaro, Nikoli Dryden, J. Austin Ellis, Ian T. Foster, Cristina Garcia-Cardona, Sayan Ghosh, Peter Harrington, Yunzhi Huang, Shantenu Jha, Travis Johnston, Ai Kagawa, Ramakrishnan Kannan, Neeraj Kumar, Zhengchun Liu, Naoya Maruyama, Satoshi Matsuoka, Erin McCarthy, Jamaludin Mohd-Yusof, Peter Nugent, Yosuke Oyama, Thomas Proffen, David Pugmire, Sivasankaran Rajamanickam, Vinay Ramakrishniah, Malachi Schram, Sudip K. Seal, Ganesh Sivaraman, Christine Sweeney, Li Tan, Rajeev Thakur, Brian Van Essen, Logan T. Ward, Paul M. Welch, Michael Wolf, Sotiris S. Xantheas, Kevin G. Yager, Shinjae Yoo, Byung-Jun Yoon
Co-design Center for Exascale Machine Learning Technologies (ExaLearn). Int. J. High Perform. Comput. Appl. 35 (6) (2021)
Logan T. Ward, Jenna A. Bilbrey, Sutanay Choudhury, Neeraj Kumar, Ganesh Sivaraman
Benchmarking Deep Graph Generative Models for Optimizing New Drug Molecules for COVID-19. CoRR (2021)
Jeremy Feinstein, Ganesh Sivaraman, Kurt Picel, Brian Peters, Álvaro Vázquez-Mayagoitia, Arvind Ramanathan, Margaret Macdonell, Ian T. Foster, Eugene Yan
Uncertainty-Informed Deep Transfer Learning of Perfluoroalkyl and Polyfluoroalkyl Substance Toxicity. J. Chem. Inf. Model. 61 (12) (2021)
Logan T. Ward, Ganesh Sivaraman, J. Gregory Pauloski, Yadu N. Babuji, Ryan Chard, Naveen Dandu, Paul C. Redfern, Rajeev S. Assary, Kyle Chard, Larry A. Curtiss, Rajeev Thakur, Ian T. Foster
Colmena: Scalable Machine-Learning-Based Steering of Ensemble Simulations for High Performance Computing. CoRR (2021)
Ganesh Sivaraman, Nicholas E. Jackson, Benjamín Sánchez-Lengeling, Álvaro Vázquez-Mayagoitia, Alán Aspuru-Guzik, Venkatram Vishwanath, Juan J. de Pablo
A machine learning workflow for molecular analysis: application to melting points. Mach. Learn. Sci. Technol. 1 (2) (2020)
Tianxiang Chen, Avrosh Kumar, Parav Nagarsheth, Ganesh Sivaraman, Elie Khoury
Generalization of Audio Deepfake Detection. Odyssey (2020)
Ganesh Sivaraman, Amruta Vidwans, Elie Khoury
Speech Bandwidth Expansion For Speaker Recognition On Telephony Audio. Odyssey (2020)
Ganesh Sivaraman, Leighanne Gallington, Anand Narayanan Krishnamoorthy, Marius Stan, Gábor Csányi, Álvaro Vázquez-Mayagoitia, Chris J. Benmore
An Experimentally Driven Automated Machine Learned lnter-Atomic Potential for a Refractory Oxide. CoRR (2020)
Nadee Seneviratne, Ganesh Sivaraman, Carol Y. Espy-Wilson
Multi-Corpus Acoustic-to-Articulatory Speech Inversion. INTERSPEECH (2019)
Ganesh Sivaraman, Anand Narayanan Krishnamoorthy, Matthias Baur, Christian Holm, Marius Stan, Gábor Csányi, Chris J. Benmore, Álvaro Vázquez-Mayagoitia
Machine Learning Inter-Atomic Potentials Generation Driven by Active Learning: A Case Study for Amorphous and Liquid Hafnium dioxide. CoRR (2019)
Emre Yilmaz, Vikramjit Mitra, Ganesh Sivaraman, Horacio Franco
Articulatory and bottleneck features for speaker-independent ASR of dysarthric speech. Comput. Speech Lang. 58 (2019)
Emre Yilmaz, Vikramjit Mitra, Ganesh Sivaraman, Horacio Franco
Articulatory and bottleneck features for speaker-independent ASR of dysarthric speech. CoRR (2019)
Elie Khoury, Khaled Lakhdhar, Andrew Vaughan, Ganesh Sivaraman, Parav Nagarsheth
Pindrop Labs' Submission to the First Multi-Target Speaker Detection and Identification Challenge. INTERSPEECH (2019)
Saurabh Sahu, Rahul Gupta, Ganesh Sivaraman, Carol Y. Espy-Wilson
Smoothing Model Predictions Using Adversarial Training Procedures for Speech Based Emotion Recognition. ICASSP (2018)
Nadee Seneviratne, Ganesh Sivaraman, Vikramjit Mitra, Carol Y. Espy-Wilson
Noise Robust Acoustic to Articulatory Speech Inversion. INTERSPEECH (2018)
Saurabh Sahu, Rahul Gupta, Ganesh Sivaraman, Wael AbdAlmageed, Carol Y. Espy-Wilson
Adversarial Auto-encoders for Speech Based Emotion Recognition. CoRR (2018)
Ganesh Sivaraman, Parav Nagarsheth, Elie Khoury
Speech Synthesis in the Wild. INTERSPEECH (2018)
Vikramjit Mitra, Ganesh Sivaraman, Hosung Nam, Carol Y. Espy-Wilson, Elliot Saltzman, Mark Tiede
Hybrid convolutional neural networks for articulatory and acoustic information based speech recognition. Speech Commun. 89 (2017)
Ganesh Sivaraman, Carol Y. Espy-Wilson, Martijn Wieling
Analysis of Acoustic-to-Articulatory Speech Inversion Across Different Accents and Languages. INTERSPEECH (2017)
Saurabh Sahu, Rahul Gupta, Ganesh Sivaraman, Wael AbdAlmageed, Carol Y. Espy-Wilson
Adversarial Auto-Encoders for Speech Based Emotion Recognition. INTERSPEECH (2017)
Vikramjit Mitra, Ganesh Sivaraman, Chris Bartels, Hosung Nam, Wen Wang, Carol Y. Espy-Wilson, Dimitra Vergyri, Horacio Franco
Joint modeling of articulatory and acoustic spaces for continuous speech recognition tasks. ICASSP (2017)
Ganesh Sivaraman, Vikramjit Mitra, Hosung Nam, Mark K. Tiede, Carol Y. Espy-Wilson
Vocal Tract Length Normalization for Speaker Independent Acoustic-to-Articulatory Speech Inversion. INTERSPEECH (2016)
Ganesh Sivaraman, Vikramjit Mitra, Mark K. Tiede, Elliot Saltzman, Louis Goldstein, Carol Y. Espy-Wilson
Analysis of coarticulated speech using estimated articulatory trajectories. INTERSPEECH (2015)
Vikramjit Mitra, Ganesh Sivaraman, Hosung Nam, Carol Y. Espy-Wilson, Elliot Saltzman
Articulatory features from deep neural networks and their role in speech recognition. ICASSP (2014)
Ganesh Sivaraman, Pablo César, Petri Vuorimaa
System Software For Digital Television Applications. ICME (2001)