Siddharth Sigtia

34 papers A 4Misc 8Journal 18Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	Misc	`conf`	SELMA: A Speech-Enabled Language Model for Virtual Assistant Interactions. ICASSP Dominik Wagner, Alexander W. Churchill, Siddharth Sigtia, Erik Marchi
2025	J	`jnl`	SELMA: A Speech-Enabled Language Model for Virtual Assistant Interactions. CoRR Dominik Wagner, Alexander W. Churchill, Siddharth Sigtia, Erik Marchi
2024	Misc	`conf`	A Multimodal Approach to Device-Directed Speech Detection with Large Language Models. ICASSP Dominik Wagner, Alexander W. Churchill, Siddharth Sigtia, Panayiotis G. Georgiou, Matt Mirsamadi, Aarshee Mishra, Erik Marchi
2024	J	`jnl`	A Multimodal Approach to Device-Directed Speech Detection with Large Language Models. CoRR Dominik Wagner, Alexander W. Churchill, Siddharth Sigtia, Panayiotis G. Georgiou, Matt Mirsamadi, Aarshee Mishra, Erik Marchi
2023	J	`jnl`	Multimodal Data and Resource Efficient Device-Directed Speech Detection with Large Foundation Models. CoRR Dominik Wagner, Alexander W. Churchill, Siddharth Sigtia, Panayiotis G. Georgiou, Matt Mirsamadi, Aarshee Mishra, Erik Marchi
2022	A	`conf`	Improving Voice Trigger Detection with Metric Learning. INTERSPEECH 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
2022	J	`jnl`	Improving Voice Trigger Detection with Metric Learning. CoRR 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
2021	Misc	`conf`	Progressive Voice Trigger Detection: Accuracy vs Latency. ICASSP Siddharth Sigtia, John Bridle, Hywel Richards, Pascal Clark, Erik Marchi, Vineet Garg
2021	A	`conf`	Streaming Transformer for Hardware Efficient Voice Trigger Detection and False Trigger Mitigation. Interspeech Vineet Garg, Wonil Chang, Siddharth Sigtia, Saurabh Adya, Pramod Simha, Pranay Dighe, Chandra Dhir
2021	J	`jnl`	Streaming Transformer for Hardware Efficient Voice Trigger Detection and False Trigger Mitigation. CoRR Vineet Garg, Wonil Chang, Siddharth Sigtia, Saurabh Adya, Pramod Simha, Pranay Dighe, Chandra Dhir
2020	A	`conf`	Hybrid Transformer/CTC Networks for Hardware Efficient Voice Triggering. INTERSPEECH Saurabh Adya, Vineet Garg, Siddharth Sigtia, Pramod Simha, Chandra Dhir
2020	J	`jnl`	Hybrid Transformer/CTC Networks for Hardware Efficient Voice Triggering. CoRR Saurabh Adya, Vineet Garg, Siddharth Sigtia, Pramod Simha, Chandra Dhir
2020	Misc	`conf`	Multi-Task Learning for Speaker Verification and Voice Trigger Detection. ICASSP Siddharth Sigtia, Erik Marchi, Sachin Kajarekar, Devang Naik, John Bridle
2020	Misc	`conf`	Multi-Task Learning for Voice Trigger Detection. ICASSP Siddharth Sigtia, Pascal Clark, Rob Haynes, Hywel Richards, John Bridle
2020	J	`jnl`	Multi-task Learning for Speaker Verification and Voice Trigger Detection. CoRR Siddharth Sigtia, Erik Marchi, Sachin Kajarekar, Devang Naik, John Bridle
2020	J	`jnl`	Multi-task Learning for Voice Trigger Detection. CoRR Siddharth Sigtia, Pascal Clark, Rob Haynes, Hywel Richards, John Bridle
2020	J	`jnl`	Progressive Voice Trigger Detection: Accuracy vs Latency. CoRR Siddharth Sigtia, John Bridle, Hywel Richards, Pascal Clark, Erik Marchi, Vineet Garg
2018	A	`conf`	Efficient Voice Trigger Detection for Low Resource Hardware. INTERSPEECH Siddharth Sigtia, Rob Haynes, Hywel Richards, Erik Marchi, John Bridle
2018	Misc	`conf`	Generalised Discriminative Transform via Curriculum Learning for Speaker Recognition. ICASSP Erik Marchi, Stephen Shum, Kvuveon Hwang, Sachin Kajarekar, Siddharth Sigtia, Hywel Richards, Rob Haynes, Yoon Kim, John Bridle
2017	—	`—`	Neural networks for analysing music and environmental audio. Siddharth Sigtia
2017	J	`jnl`	Unsupervised Feature Learning Based on Deep Models for Environmental Audio Tagging. IEEE ACM Trans. Audio Speech Lang. Process. Yong Xu, Qiang Huang, Wenwu Wang, Peter Foster, Siddharth Sigtia, Philip J. B. Jackson, Mark D. Plumbley
2016	J	`jnl`	An End-to-End Neural Network for Polyphonic Piano Music Transcription. IEEE ACM Trans. Audio Speech Lang. Process. Siddharth Sigtia, Emmanouil Benetos, Simon Dixon
2016	J	`jnl`	Automatic Environmental Sound Recognition: Performance Versus Computational Cost. IEEE ACM Trans. Audio Speech Lang. Process. Siddharth Sigtia, Adam M. Stark, Sacha Krstulovic, Mark D. Plumbley
2016	J	`jnl`	Automatic Environmental Sound Recognition: Performance versus Computational Cost. CoRR Siddharth Sigtia, Adam M. Stark, Sacha Krstulovic, Mark D. Plumbley
2016	J	`jnl`	Fully Deep Neural Networks Incorporating Unsupervised Feature Learning for Audio Tagging. CoRR Yong Xu, Qiang Huang, Wenwu Wang, Peter Foster, Siddharth Sigtia, Philip J. B. Jackson, Mark D. Plumbley
2016	J	`jnl`	Learning to Generate Genotypes with Neural Networks. CoRR Alexander W. Churchill, Siddharth Sigtia, Chrisantha Fernando
2015	Misc	`conf`	A hybrid recurrent neural network for music transcription. ICASSP Siddharth Sigtia, Emmanouil Benetos, Nicolas Boulanger-Lewandowski, Tillman Weyde, Artur S. d'Avila Garcez, Simon Dixon
2015	J	`jnl`	An End-to-End Neural Network for Polyphonic Music Transcription. CoRR Siddharth Sigtia, Emmanouil Benetos, Simon Dixon
2015	—	`conf`	Audio Chord Recognition with a Hybrid Recurrent Neural Network. ISMIR Siddharth Sigtia, Nicolas Boulanger-Lewandowski, Simon Dixon
2015	—	`conf`	Chime-home: A dataset for sound source recognition in a domestic environment. WASPAA Peter Foster, Siddharth Sigtia, Sacha Krstulovic, Jon Barker, Mark D. Plumbley
2014	J	`jnl`	A Denoising Autoencoder that Guides Stochastic Search. CoRR Alexander W. Churchill, Siddharth Sigtia, Chrisantha Fernando
2014	J	`jnl`	A Hybrid Recurrent Neural Network For Music Transcription. CoRR Siddharth Sigtia, Emmanouil Benetos, Nicolas Boulanger-Lewandowski, Tillman Weyde, Artur S. d'Avila Garcez, Simon Dixon
2014	—	`conf`	An RNN-based Music Language Model for Improving Automatic Music Transcription. ISMIR Siddharth Sigtia, Emmanouil Benetos, Srikanth Cherla, Tillman Weyde, Artur S. d'Avila Garcez, Simon Dixon
2014	Misc	`conf`	Improved music feature learning with deep neural networks. ICASSP Siddharth Sigtia, Simon Dixon