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45
papertalks found
02/11/2020
Lightweight convolutional neural networks on binaural waveforms for low complexity acoustic scene classification
Nicolas Pajusco
,
Richard Huang
,
Nicolas Farrugia
Keywords
Abstract
Paper
11:50
02/11/2020
Using look, listen, and learn embeddings for detecting anomalous sounds in machine condition monitoring
Kevin Wilkinghoff
Keywords
Abstract
Paper
16:05
02/11/2020
Forward-backward convolutional recurrent neural networks and tag-conditioned convolutional neural networks for weakly labeled semi-supervised sound event detection
Janek Ebbers
,
Reinhold Haeb-Umbach
Keywords
Abstract
Paper
14:47
02/11/2020
Guided multi-branch learning systems for sound event detection with sound separation
Yuxin Huang
,
Liwei Lin
,
Shuo Ma
and
Xiangdong Wang
,
Hong Liu
,
Yueliang Qian
,
Min Liu
,
Kazushige Ouchi
Keywords
Abstract
Paper
12:52
02/11/2020
Conformer-based sound event detection with semi-supervised learning and data augmentation
Koichi Miyazaki
,
Tatsuya Komatsu
,
Tomoki Hayashi
and
Shinji Watanabe
,
Tomoki Toda
,
Kazuya Takeda
Keywords
Abstract
Paper
14:29
02/11/2020
Ensemble of sequence matching networks for dynamic sound event localization, detection, and tracking
Thi Ngoc Tho Nguyen
,
Douglas L. Jones
,
Woon Seng Gan
Keywords
Abstract
Paper
11:06
02/11/2020
Training sound event detection on a heterogeneous dataset
Nicolas Turpault
,
Romain Serizel
Keywords
Abstract
Paper
11:54
02/11/2020
On multitask loss function for audio event detection and localization
Huy Phan
,
Lam Pham
,
Philipp Koch
and
Ngoc Q. K. Duong
,
Ian McLoughlin
,
Alfred Mertins
Keywords
Abstract
Paper
15:16
02/11/2020
Acoustic scene classification with spectrogram processing strategies
Helin Wang
,
Yuexian Zou
,
DaDing Chong
Keywords
Abstract
Paper
10:20
02/11/2020
Papafil: A low complexity sound event localization and detection method with parametric particle filtering and gradient boosting
Andrés Pérez-López
,
Rafael Ibáñez-Usach
Keywords
Abstract
Paper
13:56
02/11/2020
Deep autoencoding GMM-based unsupervised anomaly detection in acoustic signals and its hyper-parameter optimization
Harsh Purohit
,
Ryo Tanabe
,
Takashi Endo
and
Kaori Suefusa
,
Yuki Nikaido
,
Yohei Kawaguchi
Keywords
Abstract
Paper
15:41
02/11/2020
Effects of word-frequency based pre- and post- processings for audio captioning
Daiki Takeuchi
,
Yuma Koizumi
,
Yasunori Ohishi
and
Noboru Harada
,
Kunio Kashino
Keywords
Abstract
Paper
13:56
02/11/2020
A CRNN-GRU based reinforcement learning approach to audio captioning
Xuenan Xu
,
Heinrich Dinkel
,
Mengyue Wu
,
Kai Yu
Keywords
Abstract
Paper
14:13
02/11/2020
Multi-task regularization based on infrequent classes for audio captioning
Emre Çakır
,
Konstantinos Drossos
,
Tuomas Virtanen
Keywords
Abstract
Paper
16:13
02/11/2020
Joint training of guided learning and mean teacher models for sound event detection
Hao Yen
,
Pin-Jui Ku
,
Ming-Chi Yen
and
Hung-Shin Lee
,
Hsin-Min Wang
Keywords
Abstract
Paper
9:37
02/11/2020
Sound event localization and detection based on CRNN using rectangular filters and channel rotation data augmentation
Francesca Ronchini
,
Daniel Arteaga
,
Andrés Pérez-López
Keywords
Abstract
Paper
12:51
02/11/2020
On the effectiveness of spatial and multi-channel features for multi-channel polyphonic sound event detection
Thi Ngoc Tho Nguyen
,
Douglas L. Jones
,
Woon Seng Gan
Keywords
Abstract
Paper
12:29
02/11/2020
Detection of anomalous sounds for machine condition monitoring using classification confidence
Tadanobu Inoue
,
Phongtharin Vinayavekhin
,
Shu Morikuni
and
Shiqiang Wang
,
Tuan Hoang Trong
,
David Wood
,
Michiaki Tatsubori
,
Ryuki Tachibana
Keywords
Abstract
Paper
14:59
02/11/2020
Ensemble of pruned low-complexity models for acoustic scene classification
Kenneth Ooi
,
Santi Peksi
,
Woon-Seng Gan
Keywords
Abstract
Paper
15:00
02/11/2020
RWCP-SSD-onomatopoeia: Onomatopoeic word dataset for environmental sound synthesis
Yuki Okamoto
,
Keisuke Imoto
,
Shinnosuke Takamichi
and
Ryosuke Yamanishi
,
Takahiro Fukumori
,
Yoichi Yamashita
Keywords
Abstract
Paper
14:16
02/11/2020
Low-complexity models for acoustic scene classification based on receptive field regularization and frequency damping
Khaled Koutini
,
Florian Henkel
,
Hamid Eghbal-Zadeh
,
Gerhard Widmer
Keywords
Abstract
Paper
15:01
02/11/2020
DCASE 2020 Task2: Anomalous sound detection using relevant spectral feature and focusing techniques in the unsupervised learning scenario
Jihwan Park
,
Sooyeon Yoo
Keywords
Abstract
Paper
11:06
02/11/2020
Audio tag representation guided dual attention network for acoustic scene classification
Ju-Ho Kim
,
Jee-Weon Jung
,
Hye-Jin Shim
,
Ha-Jin Yu
Keywords
Abstract
Paper
12:46
02/11/2020
Domain-adversarial training and trainable parallel front-end for the DCASE 2020 task 4 sound event detection challenge
Samuele Cornell
,
Michel Olvera
,
Manuel Pariente
and
Giovanni Pepe
,
Emanuele Principi
,
Leonardo Gabrielli
,
Stefano Squartini
Keywords
Abstract
Paper
9:59
02/11/2020
Anomalous sound detection using unsupervised and semi-supervised autoencoders and gammatone audio representation
Sergi Perez-Castanos
,
Javier Naranjo-Alcazar
,
Pedro Zuccarello
,
Maximo Cobos
Keywords
Abstract
Paper
10:20
02/11/2020
Two-stage domain adaptation for sound event detection
Liping Yang
,
Junyong Hao
,
Zhenwei Hou
,
Wang Peng
Keywords
Abstract
Paper
13:16
02/11/2020
DCASE-models: A python library for computational environmental sound analysis using deep-learning models
Pablo Zinemanas
,
Ignacio Hounie
,
Pablo Cancela
and
Frederic Font
,
Martín Rocamora
,
Xavier Serra
Keywords
Abstract
Paper
8:12
02/11/2020
Group masked autoencoder based density estimator for audio anomaly detection
Ritwik Giri
,
Fangzhou Cheng
,
Karim Helwani
and
Srikanth V. Tenneti
,
Umut Isik
,
Arvindh Krishnaswamy
Keywords
Abstract
Paper
15:43
02/11/2020
Listen carefully and tell: An audio captioning system based on residual learning and gammatone audio representation
Sergi Perez-Castanos
,
Javier Naranjo-Alcazar
,
Pedro Zuccarello
,
Maximo Cobos
Keywords
Abstract
Paper
10:44
02/11/2020
Task-aware separation for the DCASE 2020 task 4 sound event detection and separation challenge
Samuele Cornell
,
Michel Olvera
,
Manuel Pariente
and
Giovanni Pepe
,
Emanuele Principi
,
Leonardo Gabrielli
,
Stefano Squartini
Keywords
Abstract
Paper
12:30
02/11/2020
Anomalous sound detection as a simple binary classification problem with careful selection of proxy outlier examples
Paul Primus
,
Verena Haunschmid
,
Patrick Praher
,
Gerhard Widmer
Keywords
Abstract
Paper
15:23
02/11/2020
Embedded acoustic scene classification for low power microcontroller devices
Filippo Naccari
,
Ivana Guarneri
,
Salvatore Curti
,
Alberto Amilcare Savi
Keywords
Abstract
Paper
13:44
02/11/2020
Microphone array optimization for autonomous-vehicle audio localization based on the radon transform
Ohad Barak
,
Nizar Sallem
,
Marc Fischer
Keywords
Abstract
Paper
13:49
02/11/2020
A multi-resolution approach to sound event detection in DCASE 2020 Task4
Diego Benito-Gorron
,
Daniel Ramos
,
Doroteo T. Toledano
Keywords
Abstract
Paper
10:06
02/11/2020
Improving sound event detection in domestic environments using sound separation
Nicolas Turpault
,
Scott Wisdom
,
Hakan Erdogan
and
John R. Hershey
,
Romain Serizel
,
Eduardo Fonseca
,
Prem Seetharaman
,
Justin Salamon
Keywords
Abstract
Paper
10:39
02/11/2020
Self-supervised classification for detecting anomalous sounds
Ritwik Giri
,
Srikanth V. Tenneti
,
Fangzhou Cheng
and
Karim Helwani
,
Umut Isik
,
Arvindh Krishnaswamy
Keywords
Abstract
Paper
13:28
02/11/2020
Temporal sub-sampling of audio feature sequences for automated audio captioning
Khoa Nguyen
,
Konstantinos Drossos
,
Tuomas Virtanen
Keywords
Abstract
Paper
14:09
02/11/2020
A speaker recognition approach to anomaly detection
Jose A. Lopez
,
Hong Lu
,
Paulo Lopez-Meyer
and
Lama Nachman
,
Georg Stemmer
,
Jonathan Huang
Keywords
Abstract
Paper
8:19
02/11/2020
Model selection for deep audio source separation via clustering analysis
Alisa Liu
,
Prem Seetharaman
,
Bryan Pardo
Keywords
Abstract
Paper
12:12
02/11/2020
Audio captioning based on transformer and pre-trained CNN
Kun Chen
,
Yusong Wu
,
Ziyue Wang
and
Xuan Zhang
,
Fudong Nian
,
Shengchen Li
,
Xi Shao
Keywords
Abstract
Paper
12:40
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