Interpretable Convolutional Filters with SincNet

23 November 2018

Mirco Ravanelli

Papers citing "Interpretable Convolutional Filters with SincNet"

30 / 30 papers shown

Title
Tailored Design of Audio-Visual Speech Recognition Models using Branchformers David Gimeno-Gómez Carlos David Martínez Hinarejos 123 2 0 09 Jul 2024
End-to-end spoofing detection with raw waveform CLDNNs Heinrich Dinkel Nanxin Chen Y. Qian Kai Yu 69 79 0 26 Jul 2020
The PyTorch-Kaldi Speech Recognition Toolkit Mirco Ravanelli Titouan Parcollet Yoshua Bengio VLM OffRL 42 228 0 19 Nov 2018
Speaker Recognition from Raw Waveform with SincNet Mirco Ravanelli Yoshua Bengio 142 712 0 29 Jul 2018
Twin Regularization for online speech recognition Mirco Ravanelli Dmitriy Serdyuk Yoshua Bengio 44 16 0 15 Apr 2018
Light Gated Recurrent Units for Speech Recognition Mirco Ravanelli Philemon Brakel M. Omologo Yoshua Bengio 45 314 0 26 Mar 2018
Visual Interpretability for Deep Learning: a Survey Quanshi Zhang Song-Chun Zhu FaML HAI 124 819 0 02 Feb 2018
Deep Learning for Distant Speech Recognition Mirco Ravanelli 58 16 0 17 Dec 2017
Realistic multi-microphone data simulation for distant speech recognition Mirco Ravanelli P. Svaizer M. Omologo 44 36 0 26 Nov 2017
Learning Filterbanks from Raw Speech for Phone Recognition Neil Zeghidour Nicolas Usunier Iasonas Kokkinos Thomas Schatz Gabriel Synnaeve Emmanuel Dupoux 64 119 0 03 Nov 2017
Dynamic Routing Between Capsules S. Sabour Nicholas Frosst Geoffrey E. Hinton 159 4,589 0 26 Oct 2017
Contaminated speech training methods for robust DNN-HMM distant speech recognition Mirco Ravanelli M. Omologo 48 32 0 10 Oct 2017
The DIRHA-English corpus and related tasks for distant-speech recognition in domestic environments Mirco Ravanelli Marco Pellin 63 59 0 06 Oct 2017
Improving speech recognition by revising gated recurrent units Mirco Ravanelli Philemon Brakel M. Omologo Yoshua Bengio 47 52 0 29 Sep 2017
Interpreting CNN Knowledge via an Explanatory Graph Quanshi Zhang Ruiming Cao Feng Shi Ying Nian Wu Song-Chun Zhu FAtt GNN SSL 56 242 0 05 Aug 2017
VoxCeleb: a large-scale speaker identification dataset Arsha Nagrani Joon Son Chung Andrew Zisserman 117 2,273 0 26 Jun 2017
Batch-normalized joint training for DNN-based distant speech recognition Mirco Ravanelli Philemon Brakel M. Omologo Yoshua Bengio 42 35 0 24 Mar 2017
A network of deep neural networks for distant speech recognition Mirco Ravanelli Philemon Brakel M. Omologo Yoshua Bengio 43 40 0 23 Mar 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 100 598 0 22 Dec 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 368 7,381 0 12 Sep 2016
Convolutional Neural Networks Analyzed via Convolutional Sparse Coding Vardan Papyan Yaniv Romano Michael Elad 82 285 0 27 Jul 2016
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 354 10,467 0 21 Jul 2016
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 1.1K 16,931 0 16 Feb 2016
Understanding Deep Convolutional Networks S. Mallat FAtt AI4CE 162 639 0 19 Jan 2016
End-to-End Attention-based Large Vocabulary Speech Recognition Dzmitry Bahdanau J. Chorowski Dmitriy Serdyuk Philemon Brakel Yoshua Bengio 77 1,150 0 18 Aug 2015
A Unified Deep Neural Network for Speaker and Language Recognition Fred Richardson D. Reynolds Najim Dehak 46 162 0 03 Apr 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 432 43,234 0 11 Feb 2015
Explaining and Harnessing Adversarial Examples Ian Goodfellow Jonathon Shlens Christian Szegedy AAML GAN 243 19,017 0 20 Dec 2014
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling Junyoung Chung Çağlar Gülçehre Kyunghyun Cho Yoshua Bengio 534 12,692 0 11 Dec 2014
Visualizing and Understanding Convolutional Networks Matthew D. Zeiler Rob Fergus FAtt SSL 541 15,861 0 12 Nov 2013