Siddharth Sigtia

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 27

Top Venues

CoRR

ICASSP

INTERSPEECH

IEEE ACM Trans. Audio Speech Lang. Process.

Queen Mary University of London, UK (PHD)

Education History

Queen Mary University of London, UK

PHD

Publications

Dominik Wagner, Alexander W. Churchill, Siddharth Sigtia, Panayiotis G. Georgiou, Matt Mirsamadi, Aarshee Mishra, Erik Marchi
A Multimodal Approach to Device-Directed Speech Detection with Large Language Models. CoRR (2024)
Dominik Wagner, Alexander W. Churchill, Siddharth Sigtia, Panayiotis G. Georgiou, Matt Mirsamadi, Aarshee Mishra, Erik Marchi
A Multimodal Approach to Device-Directed Speech Detection with Large Language Models. ICASSP (2024)
Dominik Wagner, Alexander W. Churchill, Siddharth Sigtia, Panayiotis G. Georgiou, Matt Mirsamadi, Aarshee Mishra, Erik Marchi
Multimodal Data and Resource Efficient Device-Directed Speech Detection with Large Foundation Models. CoRR (2023)
Prateeth Nayak, Takuya Higuchi, Anmol Gupta, Shivesh Ranjan, Stephen Shum, Siddharth Sigtia, Erik Marchi, Varun Lakshminarasimhan, Minsik Cho, Saurabh Adya, Chandra Dhir, Ahmed H. Tewfik
Improving Voice Trigger Detection with Metric Learning. CoRR (2022)
Prateeth Nayak, Takuya Higuchi, Anmol Gupta, Shivesh Ranjan, Stephen Shum, Siddharth Sigtia, Erik Marchi, Varun Lakshminarasimhan, Minsik Cho, Saurabh Adya, Chandra Dhir, Ahmed H. Tewfik
Improving Voice Trigger Detection with Metric Learning. INTERSPEECH (2022)
Vineet Garg, Wonil Chang, Siddharth Sigtia, Saurabh Adya, Pramod Simha, Pranay Dighe, Chandra Dhir
Streaming Transformer for Hardware Efficient Voice Trigger Detection and False Trigger Mitigation. Interspeech (2021)
Vineet Garg, Wonil Chang, Siddharth Sigtia, Saurabh Adya, Pramod Simha, Pranay Dighe, Chandra Dhir
Streaming Transformer for Hardware Efficient Voice Trigger Detection and False Trigger Mitigation. CoRR (2021)
Siddharth Sigtia, John Bridle, Hywel Richards, Pascal Clark, Erik Marchi, Vineet Garg
Progressive Voice Trigger Detection: Accuracy vs Latency. ICASSP (2021)
Saurabh Adya, Vineet Garg, Siddharth Sigtia, Pramod Simha, Chandra Dhir
Hybrid Transformer/CTC Networks for Hardware Efficient Voice Triggering. CoRR (2020)
Siddharth Sigtia, John Bridle, Hywel Richards, Pascal Clark, Erik Marchi, Vineet Garg
Progressive Voice Trigger Detection: Accuracy vs Latency. CoRR (2020)
Siddharth Sigtia, Erik Marchi, Sachin Kajarekar, Devang Naik, John Bridle
Multi-Task Learning for Speaker Verification and Voice Trigger Detection. ICASSP (2020)
Siddharth Sigtia, Erik Marchi, Sachin Kajarekar, Devang Naik, John Bridle
Multi-task Learning for Speaker Verification and Voice Trigger Detection. CoRR (2020)
Siddharth Sigtia, Pascal Clark, Rob Haynes, Hywel Richards, John Bridle
Multi-Task Learning for Voice Trigger Detection. ICASSP (2020)
Saurabh Adya, Vineet Garg, Siddharth Sigtia, Pramod Simha, Chandra Dhir
Hybrid Transformer/CTC Networks for Hardware Efficient Voice Triggering. INTERSPEECH (2020)
Siddharth Sigtia, Pascal Clark, Rob Haynes, Hywel Richards, John Bridle
Multi-task Learning for Voice Trigger Detection. CoRR (2020)
Siddharth Sigtia, Rob Haynes, Hywel Richards, Erik Marchi, John Bridle
Efficient Voice Trigger Detection for Low Resource Hardware. INTERSPEECH (2018)
Erik Marchi, Stephen Shum, Kvuveon Hwang, Sachin Kajarekar, Siddharth Sigtia, Hywel Richards, Rob Haynes, Yoon Kim, John Bridle
Generalised Discriminative Transform via Curriculum Learning for Speaker Recognition. ICASSP (2018)
Yong Xu, Qiang Huang, Wenwu Wang, Peter Foster, Siddharth Sigtia, Philip J. B. Jackson, Mark D. Plumbley
Unsupervised Feature Learning Based on Deep Models for Environmental Audio Tagging. IEEE ACM Trans. Audio Speech Lang. Process. 25 (6) (2017)
Siddharth Sigtia, Adam M. Stark, Sacha Krstulovic, Mark D. Plumbley
Automatic Environmental Sound Recognition: Performance Versus Computational Cost. IEEE ACM Trans. Audio Speech Lang. Process. 24 (11) (2016)
Yong Xu, Qiang Huang, Wenwu Wang, Peter Foster, Siddharth Sigtia, Philip J. B. Jackson, Mark D. Plumbley
Fully Deep Neural Networks Incorporating Unsupervised Feature Learning for Audio Tagging. CoRR (2016)
Siddharth Sigtia, Emmanouil Benetos, Simon Dixon
An End-to-End Neural Network for Polyphonic Piano Music Transcription. IEEE ACM Trans. Audio Speech Lang. Process. 24 (5) (2016)
Alexander W. Churchill, Siddharth Sigtia, Chrisantha Fernando
Learning to Generate Genotypes with Neural Networks. CoRR (2016)
Siddharth Sigtia, Adam M. Stark, Sacha Krstulovic, Mark D. Plumbley
Automatic Environmental Sound Recognition: Performance versus Computational Cost. CoRR (2016)
Siddharth Sigtia, Nicolas Boulanger-Lewandowski, Simon Dixon
Audio Chord Recognition with a Hybrid Recurrent Neural Network. ISMIR (2015)
Peter Foster, Siddharth Sigtia, Sacha Krstulovic, Jon Barker, Mark D. Plumbley
Chime-home: A dataset for sound source recognition in a domestic environment. WASPAA (2015)
Siddharth Sigtia, Emmanouil Benetos, Simon Dixon
An End-to-End Neural Network for Polyphonic Music Transcription. CoRR (2015)
Siddharth Sigtia, Emmanouil Benetos, Nicolas Boulanger-Lewandowski, Tillman Weyde, Artur S. d'Avila Garcez, Simon Dixon
A hybrid recurrent neural network for music transcription. ICASSP (2015)
Alexander W. Churchill, Siddharth Sigtia, Chrisantha Fernando
A Denoising Autoencoder that Guides Stochastic Search. CoRR (2014)
Siddharth Sigtia, Emmanouil Benetos, Srikanth Cherla, Tillman Weyde, Artur S. d'Avila Garcez, Simon Dixon
An RNN-based Music Language Model for Improving Automatic Music Transcription. ISMIR (2014)
Siddharth Sigtia, Emmanouil Benetos, Nicolas Boulanger-Lewandowski, Tillman Weyde, Artur S. d'Avila Garcez, Simon Dixon
A Hybrid Recurrent Neural Network For Music Transcription. CoRR (2014)
Siddharth Sigtia, Simon Dixon
Improved music feature learning with deep neural networks. ICASSP (2014)

Siddharth Sigtia.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Siddharth Sigtia