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Siddharth Sigtia
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Year
An end-to-end neural network for polyphonic piano music transcription
S Sigtia, E Benetos, S Dixon
IEEE/ACM Transactions on Audio, Speech, and Language Processing 24 (5), 927-939, 2016
2962016
Improved music feature learning with deep neural networks
S Sigtia, S Dixon
2014 IEEE international conference on acoustics, speech and signal …, 2014
1362014
Unsupervised feature learning based on deep models for environmental audio tagging
Y Xu, Q Huang, W Wang, P Foster, S Sigtia, PJB Jackson, MD Plumbley
IEEE/ACM Transactions on Audio, Speech, and Language Processing 25 (6), 1230 …, 2017
812017
Audio Chord Recognition with a Hybrid Recurrent Neural Network.
S Sigtia, N Boulanger-Lewandowski, S Dixon
ISMIR, 127-133, 2015
732015
Chime-home: A dataset for sound source recognition in a domestic environment
P Foster, S Sigtia, S Krstulovic, J Barker, MD Plumbley
2015 IEEE Workshop on Applications of Signal Processing to Audio and …, 2015
702015
Automatic environmental sound recognition: Performance versus computational cost
S Sigtia, AM Stark, S Krstulović, MD Plumbley
IEEE/ACM Transactions on Audio, Speech, and Language Processing 24 (11 …, 2016
682016
A hybrid recurrent neural network for music transcription
S Sigtia, E Benetos, N Boulanger-Lewandowski, T Weyde, ASA Garcez, ...
2015 IEEE international conference on acoustics, speech and signal …, 2015
512015
RNN-based music language models for improving automatic music transcription
S Sigtia, E Benetos, S Cherla, T Weyde, A Garcez, S Dixon
402014
Multi-Task Learning for Speaker Verification and Voice Trigger Detection
S Sigtia, E Marchi, S Kajarekar, D Naik, J Bridle
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
272020
Multi-task Learning for Voice Trigger Detection
S Sigtia, P Clark, R Haynes, H Richards, J Bridle
2020 IEEE International Conference on Acoustics, Speech and Signal …, 2020
27*2020
Efficient Voice Trigger Detection for Low Resource Hardware
S Sigtia, R Haynes, H Richards, E Marchi, J Bridle
Interspeech, 2092-2096, 2018
272018
Generalised discriminative transform via curriculum learning for speaker recognition
E Marchi, S Shum, K Hwang, S Kajarekar, S Sigtia, H Richards, R Haynes, ...
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
232018
Hybrid Transformer/CTC Networks for Hardware Efficient Voice Triggering
S Adya, V Garg, S Sigtia, P Simha, C Dhir
INTERSPEECH, 2020
142020
A denoising autoencoder that guides stochastic search
AW Churchill, S Sigtia, C Fernando
arXiv preprint arXiv:1404.1614, 2014
92014
Learning to generate genotypes with neural networks
AW Churchill, S Sigtia, C Fernando
arXiv preprint arXiv:1604.04153, 2016
82016
Progressive Voice Trigger Detection: Accuracy vs Latency
S Sigtia, J Bridle, H Richards, P Clark, E Marchi, V Garg
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
42021
Streaming transformer for hardware efficient voice trigger detection and false trigger mitigation
V Garg, W Chang, S Sigtia, S Adya, P Simha, P Dighe, C Dhir
arXiv preprint arXiv:2105.06598, 2021
42021
Fully deep neural networks incorporating unsupervised feature learning for audio tagging
Y Xu, Q Huang, W Wang, P Foster, S Sigtia, PJ Jackson, MD Plumbley
arXiv preprint arXiv:1607.03681, 2016
42016
Neural Networks for Analysing Music and Environmental Audio
S Sigtia
Queen Mary University of London, 2017
12017
Improving Voice Trigger Detection with Metric Learning
P Nayak, T Higuchi, A Gupta, S Ranjan, S Shum, S Sigtia, E Marchi, ...
arXiv preprint arXiv:2204.02455, 2022
2022
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