Very Deep Convolutional Neural Networks for Raw Waveforms

1 October 2016

Papers citing "Very Deep Convolutional Neural Networks for Raw Waveforms"

38 / 38 papers shown

Title
Generalised Label-free Artefact Cleaning for Real-time Medical Pulsatile Time Series Xuhang Chen Ihsane Olakorede Stefan Yu Bögli Wenhao Xu Erta Beqiri ... Chenyu Tang Zeyu Gao Shuo Gao A. Ercole P. Smielewski OOD 59 0 0 29 Apr 2025
On the Promise for Assurance of Differentiable Neurosymbolic Reasoning Paradigms Luke E. Richards Jessie Yaros Jasen Babcock Coung Ly Robin Cosbey Timothy Doster Cynthia Matuszek NAI 66 0 0 13 Feb 2025
In-Materia Speech Recognition Mohamadreza Zolfagharinejad Julian Büchel Lorenzo Cassola Sachin Kinge Ghazi Sarwat Syed Abu Sebastian Wilfred G. van der Wiel 26 0 0 14 Oct 2024
Keyword spotting -- Detecting commands in speech using deep learning Sumedha Rai Tong Li Bella Lyu 14 2 0 09 Dec 2023
AGS: An Dataset and Taxonomy for Domestic Scene Sound Event Recognition Nan Che Chenrui Liu Fei Yu 33 0 0 30 Aug 2023
Evaluating raw waveforms with deep learning frameworks for speech emotion recognition Zeynep Hilal Kilimci Ulku Bayraktar Ayhan Kucukmanisa 14 2 0 06 Jul 2023
NeuroBench: A Framework for Benchmarking Neuromorphic Computing Algorithms and Systems Jason Yik Korneel Van den Berghe Douwe den Blanken Younes Bouhadjar Maxime Fabre ... Fatima Tuz Zohora Charlotte Frenkel Vijay Janapa Reddi Charlotte Frenkel Vijay Janapa Reddi 31 17 0 10 Apr 2023
Provable Robustness for Streaming Models with a Sliding Window Aounon Kumar Vinu Sankar Sadasivan S. Feizi OOD AAML AI4TS 19 1 0 28 Mar 2023
Heterogeneous Graph Learning for Acoustic Event Classification A. Shirian Mona Ahmadian Krishna Somandepalli T. Guha 27 2 0 05 Mar 2023
Measuring Equality in Machine Learning Security Defenses: A Case Study in Speech Recognition Luke E. Richards Edward Raff Cynthia Matuszek AAML 16 2 0 17 Feb 2023
jazznet: A Dataset of Fundamental Piano Patterns for Music Audio Machine Learning Research Tosiron Adegbija SLR 21 6 0 17 Feb 2023
EmoGator: A New Open Source Vocal Burst Dataset with Baseline Machine Learning Classification Methodologies F. Buhl VLM 19 1 0 02 Jan 2023
Visual Transformers for Primates Classification and Covid Detection Steffen Illium Robert Muller Andreas Sedlmeier Claudia Linnhoff-Popien 38 11 0 20 Dec 2022
Can one hear the position of nodes? Rami Puzis 23 2 0 10 Nov 2022
On-Device Domain Generalization Kaiyang Zhou Yuanhan Zhang Yuhang Zang Jingkang Yang Chen Change Loy Ziwei Liu OOD 33 6 0 15 Sep 2022
Representation Learning for Appliance Recognition: A Comparison to Classical Machine Learning M. Kahl Daniel Jorde Hans-Arno Jacobsen 21 2 0 26 Aug 2022
A Hybrid SFANC-FxNLMS Algorithm for Active Noise Control based on Deep Learning Zheng-wu Luo Dongyuan Shi W. Gan 17 32 0 17 Aug 2022
A Functional Information Perspective on Model Interpretation Itai Gat Nitay Calderon Roi Reichart Tamir Hazan AAML FAtt 33 6 0 12 Jun 2022
Keyword localisation in untranscribed speech using visually grounded speech models Kayode Olaleye Dan Oneaţă Herman Kamper 32 7 0 02 Feb 2022
All-In-One: Artificial Association Neural Networks Seokjun Kim Jaeeun Jang Hyeoncheol Kim 32 0 0 31 Oct 2021
Survey: Transformer based Video-Language Pre-training Ludan Ruan Qin Jin VLM ViT 72 44 0 21 Sep 2021
PERSA+: A Deep Learning Front-End for Context-Agnostic Audio Classification Lazaros Vrysis Iordanis Thoidis Charalampos A. Dimoulas G. Papanikolaou VLM 33 0 0 20 Jul 2021
BeamLearning: an end-to-end Deep Learning approach for the angular localization of sound sources using raw multichannel acoustic pressure data Hadrien Pujol Éric Bavu Alexandre Garcia 44 22 0 27 Apr 2021
Tiny Transformers for Environmental Sound Classification at the Edge David Elliott Carlos E. Otero Steven Wyatt Evan Martino 21 15 0 22 Mar 2021
TRIER: Template-Guided Neural Networks for Robust and Interpretable Sleep Stage Identification from EEG Recordings Taeheon Lee Jeonghwan Hwang Honggu Lee 35 7 0 10 Sep 2020
Surgical Mask Detection with Convolutional Neural Networks and Data Augmentations on Spectrograms Steffen Illium Robert Muller Andreas Sedlmeier Claudia Linnhoff-Popien 20 11 0 11 Aug 2020
Analysis of Deep Feature Loss based Enhancement for Speaker Verification Saurabh Kataria P. S. Nidadavolu Jesús Villalba Najim Dehak 15 13 0 01 Feb 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 32 81 0 02 Jan 2020
On the performance of residual block design alternatives in convolutional neural networks for end-to-end audio classification Javier Naranjo-Alcazar Sergi Perez-Castanos Irene Martín-Morató P. Zuccarello M. Cobos 8 7 0 26 Jun 2019
Realistic Speech-Driven Facial Animation with GANs Konstantinos Vougioukas Stavros Petridis M. Pantic 39 289 0 14 Jun 2019
End-to-End Environmental Sound Classification using a 1D Convolutional Neural Network Sajjad Abdoli P. Cardinal Alessandro Lameiras Koerich 36 270 0 18 Apr 2019
Unsupervised Feature Learning for Environmental Sound Classification Using Weighted Cycle-Consistent Generative Adversarial Network Mohammad Esmaeilpour P. Cardinal Alessandro Lameiras Koerich 22 43 0 08 Apr 2019
End-to-End Speech-Driven Facial Animation with Temporal GANs Konstantinos Vougioukas Stavros Petridis M. Pantic CVBM 35 103 0 23 May 2018
Real-time regression analysis with deep convolutional neural networks Eliu A. Huerta D. George Zhizhen Zhao Gabrielle Allen 24 4 0 07 May 2018
A Bimodal Learning Approach to Assist Multi-sensory Effects Synchronization R. Abreu J. Santos Eduardo Bezerra 26 8 0 28 Apr 2018
Learning Environmental Sounds with Multi-scale Convolutional Neural Network Boqing Zhu Changjian Wang Feng Liu Jin Lei Zengquan Lu Yuxing Peng 12 64 0 25 Mar 2018
Learning from Between-class Examples for Deep Sound Recognition Yuji Tokozume Yoshitaka Ushiku Tatsuya Harada SSL 21 236 0 28 Nov 2017
Raw Waveform-based Speech Enhancement by Fully Convolutional Networks Szu-Wei Fu Yu Tsao Xugang Lu Hisashi Kawai 24 193 0 07 Mar 2017