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Deep Learning for Audio Signal Processing

30 April 2019

Papers citing "Deep Learning for Audio Signal Processing"

50 / 60 papers shown

Title
Deep generative models for musical audio synthesis M. Huzaifah L. Wyse 169 20 0 10 Jun 2020
LeanConvNets: Low-cost Yet Effective Convolutional Neural Networks Jonathan Ephrath Moshe Eliasof Lars Ruthotto E. Haber Eran Treister 104 16 0 29 Oct 2019
TimbreTron: A WaveNet(CycleGAN(CQT(Audio))) Pipeline for Musical Timbre Transfer Sicong Huang Qiyang Li Cem Anil Xuchan Bao Sageev Oore Roger C. Grosse 76 98 0 22 Nov 2018
Bytes are All You Need: End-to-End Multilingual Speech Recognition and Synthesis with Bytes Yue Liu Yu Zhang Tara N. Sainath Yonghui Wu William Chan AuLLM 77 130 0 22 Nov 2018
Piano Genie Chris Donahue Ian Simon Sander Dieleman 57 43 0 11 Oct 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 94,891 0 11 Oct 2018
Toward domain-invariant speech recognition via large scale training A. Narayanan Ananya Misra K. Sim Golan Pundak Anshuman Tripathi Mohamed G. Elfeky Parisa Haghani Trevor Strohman M. Bacchiani VLM 47 109 0 16 Aug 2018
Speaker Recognition from Raw Waveform with SincNet Mirco Ravanelli Yoshua Bengio 163 715 0 29 Jul 2018
Efficient Neural Audio Synthesis Nal Kalchbrenner Erich Elsen Karen Simonyan Seb Noury Norman Casagrande Edward Lockhart Florian Stimberg Aaron van den Oord Sander Dieleman Koray Kavukcuoglu 89 867 0 23 Feb 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 214 11,556 0 15 Feb 2018
Monaural Speech Enhancement using Deep Neural Networks by Maximizing a Short-Time Objective Intelligibility Measure Morten Kolbæk Zheng-Hua Tan Jesper Jensen 58 61 0 02 Feb 2018
Natural TTS Synthesis by Conditioning WaveNet on Mel Spectrogram Predictions Jonathan Shen Ruoming Pang Ron J. Weiss M. Schuster Navdeep Jaitly ... Yuxuan Wang RJ Skerry-Ryan Rif A. Saurous Yannis Agiomyrgiannakis Yonghui Wu 79 2,698 0 16 Dec 2017
Multi-Speaker Localization Using Convolutional Neural Network Trained with Noise Soumitro Chakrabarty Emanuel Habets 48 45 0 12 Dec 2017
State-of-the-art Speech Recognition With Sequence-to-Sequence Models Chung-Cheng Chiu Tara N. Sainath Yonghui Wu Rohit Prabhavalkar Patrick Nguyen ... Katya Gonina Navdeep Jaitly Yue Liu J. Chorowski M. Bacchiani AI4TS 91 1,153 0 05 Dec 2017
Parallel WaveNet: Fast High-Fidelity Speech Synthesis Aaron van den Oord Yazhe Li Igor Babuschkin Karen Simonyan Oriol Vinyals ... Alex Graves Helen King T. Walters Dan Belov Demis Hassabis 215 859 0 28 Nov 2017
Learning from Between-class Examples for Deep Sound Recognition Yuji Tokozume Yoshitaka Ushiku Tatsuya Harada SSL 78 237 0 28 Nov 2017
Exploring Speech Enhancement with Generative Adversarial Networks for Robust Speech Recognition Chris Donahue Yue Liu Rohit Prabhavalkar 56 200 0 15 Nov 2017
Generative Adversarial Source Separation Cem Subakan Paris Smaragdis GAN 162 71 0 30 Oct 2017
Direction of arrival estimation for multiple sound sources using convolutional recurrent neural network Sharath Adavanne Archontis Politis Tuomas Virtanen 48 237 0 27 Oct 2017
Sound Source Localization in a Multipath Environment Using Convolutional Neural Networks Eric L. Ferguson Stefan B. Williams C. Jin 96 73 0 27 Oct 2017
End-to-End Waveform Utterance Enhancement for Direct Evaluation Metrics Optimization by Fully Convolutional Neural Networks Szu-Wei Fu Tao-Wei Wang Yu Tsao Xugang Lu Hisashi Kawai 73 276 0 12 Sep 2017
Conditional Generative Adversarial Networks for Speech Enhancement and Noise-Robust Speaker Verification Daniel Michelsanti Zheng-Hua Tan GAN 72 209 0 06 Sep 2017
Deep Learning Techniques for Music Generation -- A Survey Jean-Pierre Briot Gaëtan Hadjeres F. Pachet MGen 79 301 0 05 Sep 2017
Supervised Speech Separation Based on Deep Learning: An Overview DeLiang Wang Jitong Chen SSL 77 1,373 0 24 Aug 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 704 131,652 0 12 Jun 2017
Deep Complex Networks C. Trabelsi O. Bilaniuk Ying Zhang Dmitriy Serdyuk Sandeep Subramanian J. F. Santos Soroush Mehri Negar Rostamzadeh Yoshua Bengio C. Pal 188 835 0 27 May 2017
In-Datacenter Performance Analysis of a Tensor Processing Unit N. Jouppi C. Young Nishant Patil David Patterson Gaurav Agrawal ... Vijay Vasudevan Richard Walter Walter Wang Eric Wilcox Doe Hyun Yoon 235 4,635 0 16 Apr 2017
Neural Audio Synthesis of Musical Notes with WaveNet Autoencoders Jesse Engel Cinjon Resnick Adam Roberts Sander Dieleman Douglas Eck Karen Simonyan Mohammad Norouzi 115 627 0 05 Apr 2017
Tacotron: Towards End-to-End Speech Synthesis Yuxuan Wang RJ Skerry-Ryan Daisy Stanton Yonghui Wu Ron J. Weiss ... Samy Bengio Quoc V. Le Yannis Agiomyrgiannakis R. Clark Rif A. Saurous 160 1,825 0 29 Mar 2017
SEGAN: Speech Enhancement Generative Adversarial Network Santiago Pascual Antonio Bonafonte Joan Serrà GAN 78 1,146 0 28 Mar 2017
Sample-level Deep Convolutional Neural Networks for Music Auto-tagging Using Raw Waveforms Jongpil Lee Jiyoung Park Keunhyoung Luke Kim Juhan Nam 72 189 0 06 Mar 2017
Soft-DTW: a Differentiable Loss Function for Time-Series Marco Cuturi Mathieu Blondel AI4TS 169 627 0 05 Mar 2017
Convolutional Recurrent Neural Networks for Polyphonic Sound Event Detection Emre Çakir Giambattista Parascandolo Toni Heittola H. Huttunen Tuomas Virtanen ObjD 45 546 0 21 Feb 2017
Towards speech-to-text translation without speech recognition Sameer Bansal Herman Kamper Adam Lopez Sharon Goldwater 39 72 0 13 Feb 2017
SampleRNN: An Unconditional End-to-End Neural Audio Generation Model Soroush Mehri Kundan Kumar Ishaan Gulrajani Rithesh Kumar Shubham Jain Jose M. R. Sotelo Aaron Courville Yoshua Bengio 108 599 0 22 Dec 2016
Feature Learning for Chord Recognition: The Deep Chroma Extractor Filip Korzeniowski Gerhard Widmer 52 81 0 15 Dec 2016
Learning Features of Music from Scratch John Thickstun Zaïd Harchaoui Sham Kakade 159 202 0 29 Nov 2016
Dense Prediction on Sequences with Time-Dilated Convolutions for Speech Recognition Tom Sercu Vaibhava Goel VLM 66 55 0 28 Nov 2016
Deep attractor network for single-microphone speaker separation Zhuo Chen Yi Luo N. Mesgarani 72 408 0 27 Nov 2016
Neural Speech Recognizer: Acoustic-to-Word LSTM Model for Large Vocabulary Speech Recognition H. Soltau H. Liao Hasim Sak 74 310 0 31 Oct 2016
Very Deep Convolutional Networks for End-to-End Speech Recognition Yu Zhang William Chan Navdeep Jaitly AI4TS 96 411 0 10 Oct 2016
Advances in All-Neural Speech Recognition Geoffrey Zweig Chengzhu Yu J. Droppo A. Stolcke 61 95 0 19 Sep 2016
WaveNet: A Generative Model for Raw Audio Aaron van den Oord Sander Dieleman Heiga Zen Karen Simonyan Oriol Vinyals Alex Graves Nal Kalchbrenner A. Senior Koray Kavukcuoglu DiffM 406 7,399 0 12 Sep 2016
Single-Channel Multi-Speaker Separation using Deep Clustering Y. Isik Jonathan Le Roux Zhuo Chen Shinji Watanabe J. Hershey 65 430 0 07 Jul 2016
Deep Learning for Music Allen H Huang Raymond Wu MGen 41 78 0 15 Jun 2016
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 263 18,240 0 02 Jun 2016
Automatic tagging using deep convolutional neural networks Keunwoo Choi Gyorgy Fazekas Mark Sandler 150 329 0 01 Jun 2016
Robust Downbeat Tracking Using an Ensemble of Convolutional Networks Simon Durand J. P. Bello B. David G. Richard 48 38 0 26 May 2016
Deep convolutional networks on the pitch spiral for musical instrument recognition Vincent Lostanlen Carmine-Emanuele Cella 72 74 0 21 May 2016
Recurrent Neural Networks for Polyphonic Sound Event Detection in Real Life Recordings Giambattista Parascandolo H. Huttunen Tuomas Virtanen 49 319 0 04 Apr 2016