Very Deep Convolutional Neural Networks for Raw Waveforms

1 October 2016

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

50 / 77 papers shown

Title
Compound and Parallel Modes of Tropical Convolutional Neural Networks Mingbo Li Liying Liu Ye Luo 115 0 0 09 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 131 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 78 0 0 14 Oct 2024
Pursuing Overall Welfare in Federated Learning through Sequential Decision Making S. Hahn Gi-Soo Kim Junghye Lee FedML 57 1 0 31 May 2024
TMac: Temporal Multi-Modal Graph Learning for Acoustic Event Classification Meng Liu K. Liang Dayu Hu Hao Yu Yue Liu Lingyuan Meng Wenxuan Tu Sihang Zhou Xinwang Liu 79 26 0 21 Sep 2023
AGS: An Dataset and Taxonomy for Domestic Scene Sound Event Recognition Nan Che Chenrui Liu Fei Yu 62 0 0 30 Aug 2023
Evaluating raw waveforms with deep learning frameworks for speech emotion recognition Zeynep Hilal Kilimci Ulku Bayraktar Ayhan Kucukmanisa 34 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 108 24 0 10 Apr 2023
Heterogeneous Graph Learning for Acoustic Event Classification A. Shirian Mona Ahmadian Krishna Somandepalli T. Guha 71 2 0 05 Mar 2023
jazznet: A Dataset of Fundamental Piano Patterns for Music Audio Machine Learning Research Tosiron Adegbija SLR 66 6 0 17 Feb 2023
Automatic Sound Event Detection and Classification of Great Ape Calls Using Neural Networks Zifan Jiang A. Soldati Isaac Schamberg A. R. Lameira Steven Moran 73 7 0 05 Jan 2023
EmoGator: A New Open Source Vocal Burst Dataset with Baseline Machine Learning Classification Methodologies F. Buhl VLM 75 1 0 02 Jan 2023
Visual Transformers for Primates Classification and Covid Detection Steffen Illium Robert Muller Andreas Sedlmeier Claudia Linnhoff-Popien 76 11 0 20 Dec 2022
Can one hear the position of nodes? Rami Puzis 61 2 0 10 Nov 2022
EBEN: Extreme bandwidth extension network applied to speech signals captured with noise-resilient body-conduction microphones J. Hauret Thomas Joubaud V. Zimpfer Éric Bavu 48 10 0 25 Oct 2022
On-Device Domain Generalization Kaiyang Zhou Yuanhan Zhang Yuhang Zang Jingkang Yang Chen Change Loy Ziwei Liu OOD 125 7 0 15 Sep 2022
Representation Learning for Appliance Recognition: A Comparison to Classical Machine Learning M. Kahl Daniel Jorde Hans-Arno Jacobsen 42 2 0 26 Aug 2022
Performance Evaluation of Selective Fixed-filter Active Noise Control based on Different Convolutional Neural Networks Zhengding Luo Dongyuan Shi W. Gan 53 12 0 17 Aug 2022
A Functional Information Perspective on Model Interpretation Itai Gat Nitay Calderon Roi Reichart Tamir Hazan AAML FAtt 84 6 0 12 Jun 2022
MM-BD: Post-Training Detection of Backdoor Attacks with Arbitrary Backdoor Pattern Types Using a Maximum Margin Statistic Hang Wang Zhen Xiang David J. Miller G. Kesidis AAML 96 44 0 13 May 2022
Keyword localisation in untranscribed speech using visually grounded speech models Kayode Olaleye Dan Oneaţă Herman Kamper 63 7 0 02 Feb 2022
Self-supervised Graphs for Audio Representation Learning with Limited Labeled Data A. Shirian Krishna Somandepalli T. Guha SSL 132 10 0 31 Jan 2022
All-In-One: Artificial Association Neural Networks Seokjun Kim Jaeeun Jang Hyeoncheol Kim 62 0 0 31 Oct 2021
Survey: Transformer based Video-Language Pre-training Ludan Ruan Qin Jin VLM ViT 125 45 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 66 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 88 22 0 27 Apr 2021
VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text Hassan Akbari Liangzhe Yuan Rui Qian Wei-Hong Chuang Shih-Fu Chang Huayu Chen Boqing Gong ViT 368 594 0 22 Apr 2021
Tiny Transformers for Environmental Sound Classification at the Edge David Elliott Carlos E. Otero Steven Wyatt Evan Martino 81 16 0 22 Mar 2021
Multi-view Audio and Music Classification Huy P Phan Huy Le Nguyen Oliver Y. Chén L. D. Pham P. Koch Ian Mcloughlin Alfred Mertins 72 16 0 03 Mar 2021
A Universal Model for Cross Modality Mapping by Relational Reasoning Zun Li Congyan Lang Liqian Liang Tao Wang Songhe Feng Jun Wu Yidong Li 56 2 0 26 Feb 2021
Deep Convolutional and Recurrent Networks for Polyphonic Instrument Classification from Monophonic Raw Audio Waveforms Kleanthis Avramidis Agelos Kratimenos C. Garoufis Athanasia Zlatintsi Petros Maragos 30 8 0 13 Feb 2021
CKConv: Continuous Kernel Convolution For Sequential Data David W. Romero Anna Kuzina Erik J. Bekkers Jakub M. Tomczak Mark Hoogendoorn 75 126 0 04 Feb 2021
Interpretable Representation Learning for Speech and Audio Signals Based on Relevance Weighting Purvi Agrawal Sriram Ganapathy 43 21 0 29 Oct 2020
TRIER: Template-Guided Neural Networks for Robust and Interpretable Sleep Stage Identification from EEG Recordings Taeheon Lee Jeonghwan Hwang Honggu Lee 79 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 102 11 0 11 Aug 2020
Analyzing and Mitigating Data Stalls in DNN Training Jayashree Mohan Amar Phanishayee Ashish Raniwala Vijay Chidambaram 86 109 0 14 Jul 2020
Learning Frame Level Attention for Environmental Sound Classification Zhichao Zhang Shugong Xu Shunqing Zhang Tianhao Qiao Shan Cao 21 3 0 12 Jul 2020
InfantNet: A Deep Neural Network for Analyzing Infant Vocalizations M. K. Ebrahimpour Sara Schneider D. Noelle Christopher T. Kello 30 2 0 25 May 2020
Transformation Importance with Applications to Cosmology Chandan Singh Wooseok Ha F. Lanusse V. Boehm Jia-Wei Liu Bin Yu AI4CE 62 11 0 04 Mar 2020
Analysis of Deep Feature Loss based Enhancement for Speaker Verification Saurabh Kataria P. S. Nidadavolu Jesús Villalba Najim Dehak 103 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 96 82 0 02 Jan 2020
PANNs: Large-Scale Pretrained Audio Neural Networks for Audio Pattern Recognition Qiuqiang Kong Yin Cao Turab Iqbal Yuxuan Wang Wenwu Wang Mark D. Plumbley VLM SSL 255 1,090 0 21 Dec 2019
Environmental Sound Classification with Parallel Temporal-spectral Attention Helin Wang Yuexian Zou Dading Chong Wenwu Wang 60 4 0 14 Dec 2019
Temporal Feedback Convolutional Recurrent Neural Networks for Speech Command Recognition Taejun Kim Ju-Hyeon Nam 19 1 0 30 Oct 2019
Two-sample Testing Using Deep Learning Matthias Kirchler S. Khorasani Marius Kloft C. Lippert 95 38 0 14 Oct 2019
Persian Signature Verification using Fully Convolutional Networks Mohammad Rezaei Nader Naderi 21 6 0 20 Sep 2019
Environment Sound Classification using Multiple Feature Channels and Attention based Deep Convolutional Neural Network Jivitesh Sharma Ole-Christoffer Granmo M. G. Olsen 102 16 0 28 Aug 2019
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 28 7 0 26 Jun 2019
Realistic Speech-Driven Facial Animation with GANs Konstantinos Vougioukas Stavros Petridis Maja Pantic 138 297 0 14 Jun 2019
End-to-End Environmental Sound Classification using a 1D Convolutional Neural Network Sajjad Abdoli P. Cardinal Alessandro Lameiras Koerich 71 276 0 18 Apr 2019