Siddharth Sigtia
Siddharth Sigtia
Apple Inc.
Verified email at qmul.ac.uk - Homepage
TitleCited byYear
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
1512016
Improved music feature learning with deep neural networks
S Sigtia, S Dixon
2014 IEEE international conference on acoustics, speech and signal …, 2014
732014
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
422017
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
412015
Audio Chord Recognition with a Hybrid Recurrent Neural Network.
S Sigtia, N Boulanger-Lewandowski, S Dixon
ISMIR, 127-133, 2015
402015
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
302015
RNN-based music language models for improving automatic music transcription
S Sigtia, E Benetos, S Cherla, T Weyde, A Garcez, S Dixon
302014
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
262016
Learning to generate genotypes with neural networks
AW Churchill, S Sigtia, C Fernando
arXiv preprint arXiv:1604.04153, 2016
62016
A denoising autoencoder that guides stochastic search
AW Churchill, S Sigtia, C Fernando
arXiv preprint arXiv:1404.1614, 2014
52014
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
32018
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
32016
Efficient Voice Trigger Detection for Low Resource Hardware.
S Sigtia, R Haynes, H Richards, E Marchi, J Bridle
Interspeech, 2092-2096, 2018
22018
Neural Networks for Analysing Music and Environmental Audio
S Sigtia
Queen Mary University of London, 2017
2017
The system can't perform the operation now. Try again later.
Articles 1–14