Siddharth Sigtia - Concepedia

Author

Siddharth Sigtia

Queen Mary University of London

Also Known As

Siddharth Sigtia, Sigtia, S, Sigtia, Siddharth

Publications

810

Citations

H-Index

Concepts

All Affiliations

Queen Mary University of London Apple (United Kingdom)City, University of London Université de Montréal

About

Siddharth Sigtia is an author at Queen Mary University of London specializing in speech processing, computer science, and engineering.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	5	5	501
2	Computer Science	5	5	501
3	Health Sciences	1	1	47
4	Language Studies	1	1	19
5	Computer Engineering	1	1	47

Siddharth Sigtia

Publications

776

Citations

H-Index

Page 1

	Year	Citations
An End-to-End Neural Network for Polyphonic Piano Music Transcription Siddharth Sigtia, Emmanouil Benetos, Simon Dixon IEEE/ACM Transactions on Audio Speech and Language Processing MusicRecurrent Neural NetworkEngineeringMachine LearningMusic Classification	2016	281
Improved music feature learning with deep neural networks Siddharth Sigtia, Simon Dixon MusicConvolutional Neural NetworkAudio MiningEngineeringMachine Learning	2014	117
Unsupervised Feature Learning Based on Deep Models for Environmental Audio Tagging Yong Xu, Qiang Huang, Wenwu Wang, IEEE/ACM Transactions on Audio Speech and Language Processing	2017	86
Chime-home: A dataset for sound source recognition in a domestic environment Peter Foster, Siddharth Sigtia, Sacha Krstulović,	2015	85
Efficient Voice Trigger Detection for Low Resource Hardware Siddharth Sigtia, Rob Haynes, Hywel Richards, EngineeringHealth SciencesVoiceComputer EngineeringRobust Speech Recognition	2018	47
Audio Chord Recognition With A Hybrid Recurrent Neural Network. Siddharth Sigtia, Nicolas Boulanger-Lewandowski, Simon Dixon Zenodo (CERN European Organization for Nuclear Research)	2015	46
A hybrid recurrent neural network for music transcription Siddharth Sigtia, Emmanouil Benetos, Nicolas Boulanger-Lewandowski, MusicEngineeringMachine LearningData ScienceMusic Classification	2015	37
Multi-Task Learning for Speaker Verification and Voice Trigger Detection Siddharth Sigtia, Erik Marchi, Sachin Kajarekar,	2020	26
Generalised Discriminative Transform via Curriculum Learning for Speaker Recognition Erik Marchi, Stephen Shum, Kyuyeon Hwang, EngineeringMachine LearningDnn Baseline SystemSpeech RecognitionNatural Language Processing	2018	19
An Rnn-Based Music Language Model For Improving Automatic Music Transcription. Siddharth Sigtia, Emmanouil Benetos, Srikanth Cherla, Zenodo (CERN European Organization for Nuclear Research)	2014	16

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