Deep Learning for Audio Signal Processing

30 April 2019

Papers citing "Deep Learning for Audio Signal Processing"

27 / 27 papers shown

Title
Diffused Responsibility: Analyzing the Energy Consumption of Generative Text-to-Audio Diffusion Models Riccardo Passoni Francesca Ronchini Luca Comanducci Romain Serizel Fabio Antonacci DiffM 30 0 0 12 May 2025
Investigation of Time-Frequency Feature Combinations with Histogram Layer Time Delay Neural Networks Amirmohammad Mohammadi Irené Masabarakiza Ethan Barnes Davelle Carreiro A. V. Dine Joshua Peeples 21 0 0 20 Sep 2024
Energy Consumption Trends in Sound Event Detection Systems Constance Douwes Romain Serizel 35 1 0 13 Sep 2024
Reasoning over the Air: A Reasoning-based Implicit Semantic-Aware Communication Framework Yong Xiao Yiwei Liao Yingyu Li Guangming Shi H. Vincent Poor Walid Saad Merouane Debbah M. Bennis 34 12 0 20 Jun 2023
SNeL: A Structured Neuro-Symbolic Language for Entity-Based Multimodal Scene Understanding Silvan Ferreira Allan Martins Ivanovitch Silva 25 0 0 09 Jun 2023
Automatic breach detection during spine pedicle drilling based on vibroacoustic sensing Aidana Massalimova Maikel Timmermans N. Cavalcanti Daniel Suter Matthias Seibold ... C. Laux R. Sutter Mazda Farshad Kathleen Denis Philipp Fürnstahl 14 6 0 27 Mar 2023
Explainable AI for Time Series via Virtual Inspection Layers Johanna Vielhaben Sebastian Lapuschkin G. Montavon Wojciech Samek XAI AI4TS 10 25 0 11 Mar 2023
Efficient Domain Adaptation for Speech Foundation Models Bo-wen Li DongSeon Hwang Zhouyuan Huo Junwen Bai Guru Prakash ... K. Sim Yu Zhang Wei Han Trevor Strohman F. Beaufays AI4CE 24 23 0 03 Feb 2023
ExploreADV: Towards exploratory attack for Neural Networks Tianzuo Luo Yuyi Zhong S. Khoo AAML 14 1 0 01 Jan 2023
JaCappella Corpus: A Japanese a Cappella Vocal Ensemble Corpus Tomohiko Nakamura Shinnosuke Takamichi Naoko Tanji Satoru Fukayama Hiroshi Saruwatari 11 4 0 29 Nov 2022
Towards Understanding and Mitigating Audio Adversarial Examples for Speaker Recognition Guangke Chen Zhe Zhao Fu Song Sen Chen Lingling Fan Feng Wang Jiashui Wang AAML 20 36 0 07 Jun 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 35 2 0 31 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 28 1 0 10 Mar 2022
Where Is My Training Bottleneck? Hidden Trade-Offs in Deep Learning Preprocessing Pipelines Alexander Isenko R. Mayer Jeffrey Jedele Hans-Arno Jacobsen 6 23 0 17 Feb 2022
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 24 32 0 25 Oct 2021
An unsupervised deep learning framework for medical image denoising Swati Rai Jignesh S. Bhatt S. K. Patra MedIm 14 16 0 11 Mar 2021
Environmental Sound Classification on the Edge: A Pipeline for Deep Acoustic Networks on Extremely Resource-Constrained Devices Md Mohaimenuzzaman Christoph Bergmeir I. West B. Meyer 10 41 0 05 Mar 2021
A Survey on Deep Reinforcement Learning for Audio-Based Applications S. Latif Heriberto Cuayáhuitl Farrukh Pervez Fahad Shamshad Hafiz Shehbaz Ali Erik Cambria OffRL 34 73 0 01 Jan 2021
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 8 1 0 23 Nov 2020
Interpreting glottal flow dynamics for detecting COVID-19 from voice Soham Deshmukh Mahmoud Al Ismail Rita Singh 14 24 0 29 Oct 2020
Listening to Sounds of Silence for Speech Denoising Ruilin Xu Rundi Wu Y. Ishiwaka Carl Vondrick Changxi Zheng 15 32 0 22 Oct 2020
How to Teach DNNs to Pay Attention to the Visual Modality in Speech Recognition George Sterpu Christian Saam N. Harte 29 28 0 17 Apr 2020
Deep Representation Learning in Speech Processing: Challenges, Recent Advances, and Future Trends S. Latif R. Rana Sara Khalifa Raja Jurdak Junaid Qadir Björn W. Schuller AI4TS 24 81 0 02 Jan 2020
On the computation of counterfactual explanations -- A survey André Artelt Barbara Hammer LRM 14 50 0 15 Nov 2019
Improving Deep Speech Denoising by Noisy2Noisy Signal Mapping N. Alamdari A. Azarang N. Kehtarnavaz 22 42 0 26 Apr 2019
Generative Adversarial Source Separation Cem Subakan Paris Smaragdis GAN 116 67 0 30 Oct 2017
Soft-DTW: a Differentiable Loss Function for Time-Series Marco Cuturi Mathieu Blondel AI4TS 127 611 0 05 Mar 2017