Shiva Sundaram

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 29

Top Topics

Speech Recognition

Emotion Recognition

Top Venues

Publications

Georgios Paraskevopoulos, Chandrashekhar Lavania, Lovish Chum, Shiva Sundaram
Multi-Scale Compositional Constraints for Representation Learning on Videos. ICASSP (2023)
Chandrashekhar Lavania, Shiva Sundaram, Sundararajan Srinivasan, Katrin Kirchhoff
Enhancing Contrastive Learning with Temporal Cognizance for Audio-Visual Representation Generation. ICASSP (2022)
Raghuveer Peri, Srinivas Parthasarathy, Shiva Sundaram
Scene Representation Learning from Videos Using Self-Supervised and Weakly-Supervised Techniques. ICIP (2022)
Srinivas Parthasarathy, Shiva Sundaram
Detecting Expressions with Multimodal Transformers. SLT (2021)
Raghuveer Peri, Srinivas Parthasarathy, Charles Bradshaw, Shiva Sundaram
Disentanglement for Audio-Visual Emotion Recognition Using Multitask Setup. ICASSP (2021)
Aparna Khare, Srinivas Parthasarathy, Shiva Sundaram
Self-Supervised Learning with Cross-Modal Transformers for Emotion Recognition. SLT (2021)
Karel Mundnich, Alexandra Fenster, Aparna Khare, Shiva Sundaram
Audiovisual Highlight Detection in Videos. ICASSP (2021)
Raghuveer Peri, Srinivas Parthasarathy, Charles Bradshaw, Shiva Sundaram
Disentanglement for audio-visual emotion recognition using multitask setup. CoRR (2021)
Karel Mundnich, Alexandra Fenster, Aparna Khare, Shiva Sundaram
Audiovisual Highlight Detection in Videos. CoRR (2021)
Aparna Khare, Srinivas Parthasarathy, Shiva Sundaram
Multi-Modal Embeddings Using Multi-Task Learning for Emotion Recognition. INTERSPEECH (2020)
Aparna Khare, Shiva Sundaram, Minhua Wu
Multi-channel Acoustic Modeling using Mixed Bitrate OPUS Compression. CoRR (2020)
Aparna Khare, Srinivas Parthasarathy, Shiva Sundaram
Multi-modal embeddings using multi-task learning for emotion recognition. CoRR (2020)
Srinivas Parthasarathy, Shiva Sundaram
Training Strategies to Handle Missing Modalities for Audio-Visual Expression Recognition. ICMI Companion (2020)
Sanna Wager, Aparna Khare, Minhua Wu, Ken'ichi Kumatani, Shiva Sundaram
Fully Learnable Front-End for Multi-Channel Acoustic Modeling using Semi-Supervised Learning. CoRR (2020)
Georgios Paraskevopoulos, Srinivas Parthasarathy, Aparna Khare, Shiva Sundaram
Multiresolution and Multimodal Speech Recognition with Transformers. CoRR (2020)
Srinivas Parthasarathy, Shiva Sundaram
Training Strategies to Handle Missing Modalities for Audio-Visual Expression Recognition. CoRR (2020)
Georgios Paraskevopoulos, Srinivas Parthasarathy, Aparna Khare, Shiva Sundaram
Multimodal and Multiresolution Speech Recognition with Transformers. ACL (2020)
Taejin Park, Ken'ichi Kumatani, Minhua Wu, Shiva Sundaram
Robust Multi-channel Speech Recognition using Frequency Aligned Network. CoRR (2020)
Taejin Park, Ken'ichi Kumatani, Minhua Wu, Shiva Sundaram
Robust Multi-Channel Speech Recognition Using Frequency Aligned Network. ICASSP (2020)
Sanna Wager, Aparna Khare, Minhua Wu, Ken'ichi Kumatani, Shiva Sundaram
Fully Learnable Front-End for Multi-Channel Acoustic Modeling Using Semi-Supervised Learning. ICASSP (2020)
Srinivas Parthasarathy, Shiva Sundaram
Detecting expressions with multimodal transformers. CoRR (2020)
Aparna Khare, Srinivas Parthasarathy, Shiva Sundaram
Self-Supervised learning with cross-modal transformers for emotion recognition. CoRR (2020)
Minhua Wu, Ken'ichi Kumatani, Shiva Sundaram, Nikko Strom, Björn Hoffmeister
Frequency Domain Multi-channel Acoustic Modeling for Distant Speech Recognition. CoRR (2019)
Ladislav Mosner, Minhua Wu, Anirudh Raju, Sree Hari Krishnan Parthasarathi, Ken'ichi Kumatani, Shiva Sundaram, Roland Maas, Björn Hoffmeister
Improving noise robustness of automatic speech recognition via parallel data and teacher-student learning. CoRR (2019)
Ladislav Mosner, Minhua Wu, Anirudh Raju, Sree Hari Krishnan Parthasarathi, Ken'ichi Kumatani, Shiva Sundaram, Roland Maas, Björn Hoffmeister
Improving Noise Robustness of Automatic Speech Recognition via Parallel Data and Teacher-student Learning. ICASSP (2019)
Minhua Wu, Ken'ichi Kumatani, Shiva Sundaram, Nikko Ström, Björn Hoffmeister
Frequency Domain Multi-channel Acoustic Modeling for Distant Speech Recognition. ICASSP (2019)
Ken'ichi Kumatani, Minhua Wu, Shiva Sundaram, Nikko Ström, Björn Hoffmeister
Multi-geometry Spatial Acoustic Modeling for Distant Speech Recognition. ICASSP (2019)
Ken'ichi Kumatani, Minhua Wu, Shiva Sundaram, Nikko Strom, Björn Hoffmeister
Multi-Geometry Spatial Acoustic Modeling for Distant Speech Recognition. CoRR (2019)
Constantinos Papayiannis, Justice Amoh, Viktor Rozgic, Shiva Sundaram, Chao Wang
Detecting Media Sound Presence in Acoustic Scenes. INTERSPEECH (2018)
Gaël Richard, Shiva Sundaram, Shrikanth S. Narayanan
An Overview on Perceptually Motivated Audio Indexing and Classification. Proc. IEEE 101 (9) (2013)
Nikos Malandrakis, Shiva Sundaram, Alexandros Potamianos
Affective classification of generic audio clips using regression models. INTERSPEECH (2013)
Tara N. Sainath, Bhuvana Ramabhadran, David Nahamoo, Dimitri Kanevsky, Dirk Van Compernolle, Kris Demuynck, Jort F. Gemmeke, Jerome R. Bellegarda, Shiva Sundaram
Exemplar-Based Processing for Speech Recognition: An Overview. IEEE Signal Process. Mag. 29 (6) (2012)
Shiva Sundaram, Jerome R. Bellegarda
Latent perceptual mapping with data-driven variable-length acoustic units for template-based speech recognition. ICASSP (2012)
Henrik von Coler, Shiva Sundaram, Robert Schleicher, Gabriel Curio
Towards the influence of vibration on evaluation of speech utterances in mobile devices. WASPAA (2011)
Shiva Sundaram, Vladan Velisavljevic, Yujie Qin
Hotflashes: Thumbnailing videos of social gatherings by detecting camera flash illuminated frames. ICME (2011)
Shiva Sundaram, Robert Schleicher, Nathalie Diehl
Experiments in context-independent recognition of non-lexical 'yes' or 'no' responses. ICASSP (2011)
Samuel Kim, Panayiotis G. Georgiou, Shrikanth S. Narayanan, Shiva Sundaram
Using naïve text queries for robust audio information retrieval. ICASSP (2010)
Shiva Sundaram, Robert Schleicher
Towards evaluation of example-based audio retrieval system using affective dimensions. ICME (2010)
Shiva Sundaram, Jerome R. Bellegarda
Latent perceptual mapping: a new acoustic modeling framework for speech recognition. INTERSPEECH (2010)
Shiva Sundaram, Robert Schleicher, Nathalie Diehl
A demonstration of automatic recognition of 'yes' or 'no' non-lexical verbal responses for speech-based interaction. SLT (2010)
Shiva Sundaram, Robert Schleicher, Julia Seebode
Clustering audio clips by context-free description and affective ratings. EUSIPCO (2010)
Samuel Kim, Shiva Sundaram, Panayiotis G. Georgiou, Shrikanth S. Narayanan
Acoustic stopwords for unstructured audio information retrieval. EUSIPCO (2010)
Samuel Kim, Shiva Sundaram, Panayiotis G. Georgiou, Shrikanth S. Narayanan
An N-gram model for unstructured audio signals toward information retrieval. MMSP (2010)
Ozlem Kalinli, Shiva Sundaram, Shrikanth S. Narayanan
Saliency-driven unstructured acoustic scene classification using latent perceptual indexing. MMSP (2009)
Samuel Kim, Shrikanth S. Narayanan, Shiva Sundaram
Acoustic topic model for audio information retrieval. WASPAA (2009)
Tim Polzehl, Shiva Sundaram, Hamed Ketabdar, Michael Wagner, Florian Metze
Emotion classification in children's speech using fusion of acoustic and linguistic features. INTERSPEECH (2009)
Shiva Sundaram, Shrikanth S. Narayanan
A divide-and-conquer approach to Latent Perceptual Indexing of audio for large Web 2.0 applications. ICME (2009)
Shiva Sundaram, Shrikanth S. Narayanan
Audio retrieval by latent perceptual indexing. ICASSP (2008)
Shiva Sundaram, Shrikanth S. Narayanan
Classification of sound clips by two schemes: Using onomatopoeia and semantic labels. ICME (2008)
Shiva Sundaram, Shrikanth S. Narayanan
Discriminating Two Types of Noise Sources using Cortical Representation and Dimension Reduction Technique. ICASSP (1) (2007)
Shiva Sundaram, Shrikanth S. Narayanan
Analysis of Audio Clustering using Word Descriptions. ICASSP (2) (2007)
Shiva Sundaram, Shrikanth S. Narayanan
Experiments in Automatic Genre Classification of Full-length Music Tracks using Audio Activity Rate. MMSP (2007)
Shiva Sundaram, Shrikanth S. Narayanan
Vector-based Representation and Clustering of Audio Using Onomatopoeia Words. AAAI Fall Symposium: Aurally Informed Performance (2006)
Shrikanth S. Narayanan, Panayiotis G. Georgiou, Abhinav Sethy, Dagen Wang, Murtaza Bulut, Shiva Sundaram, Emil Ettelaie, Sankaranarayanan Ananthakrishnan, Horacio Franco, Kristin Precoda, Dimitra Vergyri, Jing Zheng, Wen Wang, Venkata Ramana Rao Gadde, Martin Graciarena, Victor Abrash, Michael W. Frandsen, Colleen Richey
Speech Recognition Engineering Issues in Speech to Speech Translation System Design for Low Resource Languages and Domains. ICASSP (5) (2006)
Shiva Sundaram, Shrikanth S. Narayanan
An attribute-based approach to audio description applied to segmenting vocal sections in popular music songs. MMSP (2006)
Shiva Sundaram, Shrikanth S. Narayanan
An empirical text transformation method for spontaneous speech synthesizers. INTERSPEECH (2003)