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Very Deep Convolutional Neural Networks for Raw Waveforms

Very Deep Convolutional Neural Networks for Raw Waveforms

1 October 2016
Wei Dai
Chia Dai
Shuhui Qu
Juncheng Billy Li
Samarjit Das
ArXiv (abs)PDFHTML

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

50 / 78 papers shown
Title
Compound and Parallel Modes of Tropical Convolutional Neural Networks
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
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
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
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
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
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
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
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
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
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
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
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
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?
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
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
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
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
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
Contrastive Environmental Sound Representation Learning
Contrastive Environmental Sound Representation Learning
P. Ochieng
D. Kaburu
SSL
40
0
0
18 Jul 2022
A Functional Information Perspective on Model Interpretation
A Functional Information Perspective on Model Interpretation
Itai Gat
Nitay Calderon
Roi Reichart
Tamir Hazan
AAMLFAtt
84
6
0
12 Jun 2022
MM-BD: Post-Training Detection of Backdoor Attacks with Arbitrary
  Backdoor Pattern Types Using a Maximum Margin Statistic
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
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
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
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
Survey: Transformer based Video-Language Pre-training
Ludan Ruan
Qin Jin
VLMViT
125
45
0
21 Sep 2021
PERSA+: A Deep Learning Front-End for Context-Agnostic Audio
  Classification
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
PANNs: Large-Scale Pretrained Audio Neural Networks for Audio Pattern Recognition
Qiuqiang Kong
Yin Cao
Turab Iqbal
Yuxuan Wang
Wenwu Wang
Mark D. Plumbley
VLMSSL
255
1,090
0
21 Dec 2019
Environmental Sound Classification with Parallel Temporal-spectral
  Attention
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
Temporal Feedback Convolutional Recurrent Neural Networks for Speech Command Recognition
Taejun Kim
Ju-Hyeon Nam
21
1
0
30 Oct 2019
Two-sample Testing Using Deep Learning
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
Persian Signature Verification using Fully Convolutional Networks
Mohammad Rezaei
Nader Naderi
23
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
121
16
0
28 Aug 2019
On the performance of residual block design alternatives in
  convolutional neural networks for end-to-end audio classification
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
Realistic Speech-Driven Facial Animation with GANs
Konstantinos Vougioukas
Stavros Petridis
Maja Pantic
138
297
0
14 Jun 2019
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