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2020 – today
- 2024
[c14]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: 10451-10455- [i14]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 abs/2403.14438 (2024) - 2023
- [i13]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 abs/2312.03632 (2023) - 2022
- [c13]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: 1896-1900 - [i12]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 abs/2204.02455 (2022) - 2021
- [c12]Siddharth Sigtia, John Bridle, Hywel Richards, Pascal Clark, Erik Marchi, Vineet Garg:
Progressive Voice Trigger Detection: Accuracy vs Latency. ICASSP 2021: 6843-6847 - [c11]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: 4209-4213 - [i11]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 abs/2105.06598 (2021) - 2020
- [c10]Siddharth Sigtia, Erik Marchi, Sachin Kajarekar, Devang Naik, John Bridle:
Multi-Task Learning for Speaker Verification and Voice Trigger Detection. ICASSP 2020: 6844-6848 - [c9]Siddharth Sigtia, Pascal Clark, Rob Haynes, Hywel Richards, John Bridle:
Multi-Task Learning for Voice Trigger Detection. ICASSP 2020: 7449-7453 - [c8]Saurabh Adya, Vineet Garg, Siddharth Sigtia, Pramod Simha, Chandra Dhir:
Hybrid Transformer/CTC Networks for Hardware Efficient Voice Triggering. INTERSPEECH 2020: 3351-3355 - [i10]Siddharth Sigtia, Pascal Clark, Rob Haynes, Hywel Richards, John Bridle:
Multi-task Learning for Voice Trigger Detection. CoRR abs/2001.09519 (2020) - [i9]Siddharth Sigtia, Erik Marchi, Sachin Kajarekar, Devang Naik, John Bridle:
Multi-task Learning for Speaker Verification and Voice Trigger Detection. CoRR abs/2001.10816 (2020) - [i8]Saurabh Adya, Vineet Garg, Siddharth Sigtia, Pramod Simha, Chandra Dhir:
Hybrid Transformer/CTC Networks for Hardware Efficient Voice Triggering. CoRR abs/2008.02323 (2020) - [i7]Siddharth Sigtia, John Bridle, Hywel Richards, Pascal Clark, Erik Marchi, Vineet Garg:
Progressive Voice Trigger Detection: Accuracy vs Latency. CoRR abs/2010.15446 (2020)
2010 – 2019
- 2018
- [c7]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: 5324-5328 - [c6]Siddharth Sigtia, Rob Haynes, Hywel Richards, Erik Marchi, John Bridle:
Efficient Voice Trigger Detection for Low Resource Hardware. INTERSPEECH 2018: 2092-2096 - 2017
- [b1]Siddharth Sigtia:
Neural networks for analysing music and environmental audio. Queen Mary University of London, UK, 2017 - [j3]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): 1230-1241 (2017) - 2016
- [j2]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): 927-939 (2016) - [j1]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): 2096-2107 (2016) - [i6]Alexander W. Churchill, Siddharth Sigtia, Chrisantha Fernando:
Learning to Generate Genotypes with Neural Networks. CoRR abs/1604.04153 (2016) - [i5]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 abs/1607.03681 (2016) - [i4]Siddharth Sigtia, Adam M. Stark, Sacha Krstulovic, Mark D. Plumbley:
Automatic Environmental Sound Recognition: Performance versus Computational Cost. CoRR abs/1607.04589 (2016) - 2015
- [c5]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: 2061-2065 - [c4]Siddharth Sigtia, Nicolas Boulanger-Lewandowski, Simon Dixon:
Audio Chord Recognition with a Hybrid Recurrent Neural Network. ISMIR 2015: 127-133 - [c3]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: 1-5 - [i3]Siddharth Sigtia, Emmanouil Benetos, Simon Dixon:
An End-to-End Neural Network for Polyphonic Music Transcription. CoRR abs/1508.01774 (2015) - 2014
- [c2]Siddharth Sigtia, Simon Dixon:
Improved music feature learning with deep neural networks. ICASSP 2014: 6959-6963 - [c1]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: 53-58 - [i2]Alexander W. Churchill, Siddharth Sigtia, Chrisantha Fernando:
A Denoising Autoencoder that Guides Stochastic Search. CoRR abs/1404.1614 (2014) - [i1]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 abs/1411.1623 (2014)
Coauthor Index
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