Concepedia

Siddharth Sigtia

SS

11

Publications

776

Citations

11

H-Index

2014

Active since

Affiliations

Queen Mary University of London(Current)

Apple (United Kingdom)

City, University of London

Université de Montréal

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

Top concepts

EngineeringComputer ScienceSpeech ProcessingDeep LearningMachine LearningSpeech RecognitionMusicData ScienceSpeech PerceptionSpeech Communication

Publications per year

2014–2020

11

Publications

11

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 · 2016 · 281 citations

Music, Recurrent Neural Network, Engineering +11

Improved music feature learning with deep neural networks

Siddharth Sigtia, Simon Dixon · 2014 · 117 citations

Music, Convolutional Neural Network, Audio Mining +12

Unsupervised Feature Learning Based on Deep Models for Environmental Audio Tagging

Yong Xu, Qiang Huang, Wenwu Wang et al. · IEEE/ACM Transactions on Audio Speech and Language Processing · 2017 · 86 citations · Full text

Chime-home: A dataset for sound source recognition in a domestic environment

Peter Foster, Siddharth Sigtia, Sacha Krstulović et al. · 2015 · 85 citations

Efficient Voice Trigger Detection for Low Resource Hardware

Siddharth Sigtia, Rob Haynes, Hywel Richards et al. · 2018 · 47 citations

Engineering, Health Sciences, Voice +11

Rows per page

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