Papers citing 'Deep Learning for Audio Signal Processing'

Title
JaCappella Corpus: A Japanese a Cappella Vocal Ensemble CorpusIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Tomohiko Nakamura Shinnosuke Takamichi Naoko Tanji Satoru Fukayama Hiroshi Saruwatari 232 9 0 29 Nov 2022
Machine Learning Assisted Inverse Design of MicroresonatorsOptics Express (OE), 2022 Arghadeep Pal Alekhya Ghosh Shuangyou Zhang Toby Bi Pascaline Delhaye 76 17 0 10 Nov 2022
MiddleGAN: Generate Domain Agnostic Samples for Unsupervised Domain Adaptation Ye Gao Zhendong Chu Hongning Wang John A. Stankovic OOD GAN 117 1 0 06 Nov 2022
Improved Techniques for the Conditional Generative Augmentation of Clinical Audio Data Mane Margaryan Matthias Seibold Indu Joshi Mazda Farshad Philipp Fürnstahl Nassir Navab MedIm 205 2 0 05 Nov 2022
CMGAN: Conformer-Based Metric-GAN for Monaural Speech EnhancementIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022 Sherif Abdulatif Ru Cao Bin Yang 303 112 0 22 Sep 2022
Deep Feature Learning for Medical AcousticsInternational Conference on Artificial Neural Networks (ICANN), 2022 Alessandro Poire Federico Simonetta Stavros Ntalampiras 129 5 0 05 Aug 2022
End-To-End Audiovisual Feature Fusion for Active Speaker DetectionInternational Conference on Digital Image Processing (ICDIP), 2022 Fiseha B. Tesema Zheyuan Lin Shiqiang Zhu Wei Song J. Gu Hong-Chuan Wu 150 4 0 27 Jul 2022
Generative Extraction of Audio Classifiers for Speaker Identification Tejumade Afonja Lucas Bourtoule Varun Chandrasekaran Sageev Oore Nicolas Papernot AAML 122 1 0 26 Jul 2022
Piecewise Linear Neural Networks and Deep LearningNature Reviews Methods Primers (NRMP), 2022 Qinghua Tao Li Li Xiaolin Huang Xiangming Xi Shuning Wang Johan A. K. Suykens 122 37 0 18 Jun 2022
Frequency-centroid features for word recognition of non-native English speakersIrish Signals and Systems Conference (ISSC), 2022 Pierre Berjon Rajib Sharma A. Nag Soumyabrata Dev 89 2 0 14 Jun 2022
Towards Understanding and Mitigating Audio Adversarial Examples for Speaker RecognitionIEEE Transactions on Dependable and Secure Computing (TDSC), 2022 Guangke Chen Zhe Zhao Fu Song Sen Chen Lingling Fan Feng Wang Jiashui Wang AAML 213 45 0 07 Jun 2022
Neural network for multi-exponential sound energy decay analysisJournal of the Acoustical Society of America (JASA), 2022 Georg Götz Ricardo Falcón Pérez Sebastian J. Schlecht V. Pulkki 139 28 0 19 May 2022
L3-Net Deep Audio Embeddings to Improve COVID-19 Detection from Smartphone DataInternational Conference on Smart Computing (SMARTCOMP), 2022 M. Campana A. Rovati Franca Delmastro Elena Pagani 162 9 0 16 May 2022
A Temporal-oriented Broadcast ResNet for COVID-19 Detection Xin Jing Shuo Liu Emilia Parada-Cabaleiro Andreas Triantafyllopoulos Meishu Song Zijiang Yang Björn W. Schuller 189 2 0 31 Mar 2022
Conditional Generative Data Augmentation for Clinical Audio DatasetsInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022 Matthias Seibold A. Hoch Mazda Farshad Nassir Navab Philipp Fürnstahl MedIm 171 18 0 22 Mar 2022
Climate Change & Computer Audition: A Call to Action and Overview on Audio Intelligence to Help Save the Planet Björn W. Schuller Ali Akman Yi-Fen Chang H. Coppock Alexander Gebhard Alexander Kathan Esther Rituerto-González Andreas Triantafyllopoulos Florian B. Pokorny 173 1 0 10 Mar 2022
YONO: Modeling Multiple Heterogeneous Neural Networks on MicrocontrollersInternational Symposium on Information Processing in Sensor Networks (IPSN), 2022 Young D. Kwon Jagmohan Chauhan Cecilia Mascolo 154 14 0 08 Mar 2022
Neural Score Matching for High-Dimensional Causal InferenceInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2022 Oscar Clivio Fabian Falck B. Lehmann George Deligiannidis Chris Holmes CML 183 9 0 01 Mar 2022
Better Modelling Out-of-Distribution Regression on Distributed Acoustic Sensor Data Using Anchored Hidden State MixupIEEE Transactions on Industrial Informatics (IEEE TII), 2022 Hasan Asy’ari Arief P. J. Thomas T. Wiktorski OOD 95 6 0 23 Feb 2022
Where Is My Training Bottleneck? Hidden Trade-Offs in Deep Learning Preprocessing Pipelines Alexander Isenko R. Mayer Jeffrey Jedele Hans-Arno Jacobsen 300 28 0 17 Feb 2022
Transformer for Graphs: An Overview from Architecture Perspective Erxue Min Runfa Chen Yatao Bian Qifeng Bai Kangfei Zhao Wenbing Huang P. Zhao Junzhou Huang Sophia Ananiadou Yu Rong 224 186 0 17 Feb 2022
Phase-Based Signal Representations for ScatteringEuropean Signal Processing Conference (EUSIPCO), 2021 Daniel Haider Péter Balázs Nicki Holighaus 82 1 0 15 Feb 2022
Improved Mispronunciation detection system using a hybrid CTC-ATT based approach for L2 English speakers Neha Baranwal Sharatkumar Chilaka 92 3 0 25 Jan 2022
Interpreting deep urban sound classification using Layer-wise Relevance Propagation Marco Colussi Stavros Ntalampiras FAtt 134 5 0 19 Nov 2021
Exploring System Performance of Continual Learning for Mobile and Embedded Sensing Applications Young D. Kwon Jagmohan Chauhan Abhishek Kumar Pan Hui Cecilia Mascolo CLL HAI 160 35 0 25 Oct 2021
Spatial mixup: Directional loudness modification as data augmentation for sound event localization and detectionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021 Ricardo Falcón Pérez Kazuki Shimada Yuichiro Koyama Shusuke Takahashi Yuki Mitsufuji 163 5 0 12 Oct 2021
A Survey of Sound Source Localization with Deep Learning MethodsJournal of the Acoustical Society of America (JASA), 2021 Pierre-Amaury Grumiaux Srdjan Kitić Laurent Girin Alexandre Guérin 234 310 0 08 Sep 2021
Canonical Polyadic Decomposition and Deep Learning for Machine Fault Detection Gaetan Frusque Gabriel Michau Olga Fink 102 10 0 20 Jul 2021
PERSA+: A Deep Learning Front-End for Context-Agnostic Audio Classification Lazaros Vrysis Iordanis Thoidis Charalampos A. Dimoulas G. Papanikolaou VLM 103 0 0 20 Jul 2021
Variational Information Bottleneck for Effective Low-resource Audio ClassificationInterspeech (Interspeech), 2021 Shijing Si Jianzong Wang Huiming Sun Jianhan Wu Chuan Zhang Xiaoyang Qu Ning Cheng Lei Chen Jing Xiao 127 15 0 10 Jul 2021
Joint Matrix Decomposition for Deep Convolutional Neural Networks Compression Shaowu Chen Jihao Zhou Weize Sun Lei Huang 205 27 0 09 Jul 2021
A Modulation Front-End for Music Audio TaggingIEEE International Joint Conference on Neural Network (IJCNN), 2021 Cyrus Vahidi C. Saitis Gyorgy Fazekas 140 3 0 25 May 2021
One-shot learning for acoustic identification of bird species in non-stationary environmentsInternational Conference on Pattern Recognition (ICPR), 2021 Michelangelo Acconcjaioco Stavros Ntalampiras 93 12 0 01 May 2021
Detection of Audio-Video Synchronization Errors Via Event DetectionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021 Joshua Peter Ebenezer Yongjun Wu Hai Wei S. Sethuraman Z. Liu 170 15 0 20 Apr 2021
Combining a Convolutional Neural Network with Autoencoders to Predict the Survival Chance of COVID-19 PatientsScientific Reports (Sci Rep), 2021 F. Khozeimeh Danial Sharifrazi N. H. Izadi Javad Hassannataj Joloudari A. Shoeibi ... Z. Sani H. Moosaei Abbas Khosravi S. Nahavandi Sheikh Mohammed Shariful Islam 186 84 0 18 Apr 2021
Contrastive Domain Adaptation Mamatha Thota Georgios Leontidis SSL 181 71 0 26 Mar 2021
An unsupervised deep learning framework for medical image denoising Swati Rai Jignesh S. Bhatt S. K. Patra MedIm 103 18 0 11 Mar 2021
Environmental Sound Classification on the Edge: A Pipeline for Deep Acoustic Networks on Extremely Resource-Constrained DevicesPattern Recognition (Pattern Recogn.), 2021 Md Mohaimenuzzaman Christoph Bergmeir I. West B. Meyer 354 50 0 05 Mar 2021
Unbox the Black-box for the Medical Explainable AI via Multi-modal and Multi-centre Data Fusion: A Mini-Review, Two Showcases and BeyondInformation Fusion (Inf. Fusion), 2021 Guang Yang Qinghao Ye Jun Xia 269 570 0 03 Feb 2021
Semi-supervised source localization in reverberant environments with deep generative modelingIEEE Access (IEEE Access), 2021 Michael J. Bianco Sharon Gannot Efren Fernandez-Grande Peter Gerstoft 208 27 0 26 Jan 2021
A Survey on Deep Reinforcement Learning for Audio-Based ApplicationsArtificial Intelligence Review (AIR), 2021 S. Latif Heriberto Cuayáhuitl Farrukh Pervez Fahad Shamshad Hafiz Shehbaz Ali Xiaoshi Zhong OffRL 303 88 0 01 Jan 2021
STEPs-RL: Speech-Text Entanglement for Phonetically Sound Representation LearningPacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2020 Prakamya Mishra 109 0 0 23 Nov 2020
On the application of Physically-Guided Neural Networks with Internal Variables to Continuum Problems J. Ayensa-Jiménez M. H. Doweidar J. A. Sanz-Herrera Manuel Doblaré 108 2 0 23 Nov 2020
End-To-End Dilated Variational Autoencoder with Bottleneck Discriminative Loss for Sound Morphing -- A Preliminary Study Matteo Lionello Hendrik Purwins 139 0 0 19 Nov 2020
A GAN-based Approach for Mitigating Inference Attacks in Smart Home Environment Olakunle Ibitoye Ashraf Matrawy Omair Shaﬁq AAML 96 0 0 13 Nov 2020
Interpreting glottal flow dynamics for detecting COVID-19 from voiceIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020 Soham Deshmukh Mahmoud Al Ismail Rita Singh 164 25 0 29 Oct 2020
Cascaded all-pass filters with randomized center frequencies and phase polarity for acoustic and speech measurement and data augmentationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020 Hideki Kawahara Kohei Yatabe 104 9 0 25 Oct 2020
Listening to Sounds of Silence for Speech Denoising Ruilin Xu Rundi Wu Y. Ishiwaka Carl Vondrick Changxi Zheng 165 37 0 22 Oct 2020
Randomized Overdrive Neural Networks C. Steinmetz Joshua D. Reiss 202 4 0 08 Oct 2020
Audio Tagging by Cross Filtering Noisy LabelsIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2020 Boqing Zhu Kele Xu Qiuqiang Kong Huaimin Wang Yuxing Peng NoLa 590 19 0 16 Jul 2020