CNN-based Robust Sound Source Localization with SRP-PHAT for the Extreme Edge

3 March 2025

Papers citing "CNN-based Robust Sound Source Localization with SRP-PHAT for the Extreme Edge"

37 / 37 papers shown

Title
Steered Response Power for Sound Source Localization: A Tutorial Review Eric Grinstein Elisa Tengan Bilgesu Çakmak T. Dietzen Leonardo Nunes Toon van Waterschoot Mike Brookes Patrick A. Naylor 78 3 0 05 May 2024
A Survey of Sound Source Localization with Deep Learning Methods Pierre-Amaury Grumiaux Srdjan Kitić Laurent Girin Alexandre Guérin 61 255 0 08 Sep 2021
PILOT: Introducing Transformers for Probabilistic Sound Event Localization C. Schymura Benedikt T. Bönninghoff Tsubasa Ochiai Marc Delcroix K. Kinoshita Tomohiro Nakatani S. Araki D. Kolossa 63 24 0 07 Jun 2021
Improved feature extraction for CRNN-based multiple sound source localization Pierre-Amaury Grumiaux Srdan Kitic Laurent Girin Alexandre Guérin 36 23 0 05 May 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 80 22 0 27 Apr 2021
Deep Learning based Multi-Source Localization with Source Splitting and its Effectiveness in Multi-Talker Speech Recognition Aswin Shanmugam Subramanian Chao Weng Shinji Watanabe Meng Yu Dong Yu 98 79 0 16 Feb 2021
A Four-Stage Data Augmentation Approach to ResNet-Conformer Based Acoustic Modeling for Sound Event Localization and Detection Qing Wang Jun Du Hua-Xin Wu Jia Pan Feng Ma Chin-Hui Lee 55 82 0 08 Jan 2021
Low-Complexity Steered Response Power Mapping based on Nyquist-Shannon Sampling T. Dietzen E. D. Sena Toon van Waterschoot 35 19 0 17 Dec 2020
Learning Multiple Sound Source 2D Localization G. L. Moing Phongtharin Vinayavekhin Tadanobu Inoue J. Vongkulbhisal Asim Munawar Ryuki Tachibana Don Joven Agravante 44 13 0 10 Dec 2020
ACCDOA: Activity-Coupled Cartesian Direction of Arrival Representation for Sound Event Localization and Detection Kazuki Shimada Yuichiro Koyama Naoya Takahashi Shusuke Takahashi Yuki Mitsufuji 70 88 0 29 Oct 2020
An Improved Event-Independent Network for Polyphonic Sound Event Localization and Detection Yin Cao Turab Iqbal Qiuqiang Kong Y. Zhong Wenwu Wang Mark D. Plumbley 60 78 0 25 Oct 2020
Sound Event Localization and Detection using Squeeze-Excitation Residual CNNs Javier Naranjo-Alcazar Sergi Perez-Castanos J. Ferrandis P. Zuccarello M. Cobos 60 12 0 25 Jun 2020
Sound Event Localization and Detection Using Activity-Coupled Cartesian DOA Vector and RD3net Kazuki Shimada Naoya Takahashi Shusuke Takahashi Yuki Mitsufuji 110 19 0 22 Jun 2020
Robust Sound Source Tracking Using SRP-PHAT and 3D Convolutional Neural Networks David Diaz-Guerra A. Miguel J. R. Beltrán 73 89 0 16 Jun 2020
A Dataset of Reverberant Spatial Sound Scenes with Moving Sources for Sound Event Localization and Detection Archontis Politis Sharath Adavanne Tuomas Virtanen 55 109 0 02 Jun 2020
SELD-TCN: Sound Event Localization & Detection via Temporal Convolutional Networks Karim Guirguis Christoph Schorn A. Guntoro Sherif Abdulatif Bin Yang 45 55 0 03 Mar 2020
Sound Event Localization based on Sound Intensity Vector Refined By DNN-Based Denoising and Source Separation Masahiro Yasuda Yuma Koizumi Shoichiro Saito Hisashi Uematsu Keisuke Imoto 95 27 0 14 Feb 2020
The LOCATA Challenge: Acoustic Source Localization and Tracking C. Evers Heinrich W. Löllmann H. Mellmann Alexander Schmidt Hendrik Barfuss Patrick A. Naylor Walter Kellermann 50 131 0 03 Sep 2019
Sound source detection, localization and classification using consecutive ensemble of CRNN models Slawomir Kapka M. Lewandowski 47 66 0 02 Aug 2019
A multi-room reverberant dataset for sound event localization and detection Sharath Adavanne Archontis Politis Tuomas Virtanen 48 111 0 21 May 2019
Localization, Detection and Tracking of Multiple Moving Sound Sources with a Convolutional Recurrent Neural Network Sharath Adavanne Archontis Politis Tuomas Virtanen VOT 48 44 0 29 Apr 2019
Cross-task learning for audio tagging, sound event detection spatial localization: DCASE 2019 baseline systems Qiuqiang Kong Yin Cao Turab Iqbal Yong-mei Xu Wenwu Wang Mark D. Plumbley AI4TS 130 77 0 11 Apr 2019
Enhanced Robot Speech Recognition Using Biomimetic Binaural Sound Source Localization Jorge Jorge Dávila-Chacón Jindong Liu Liu Stefan S. Wermter 25 40 0 13 Feb 2019
gpuRIR: A Python Library for Room Impulse Response Simulation with GPU Acceleration David Diaz-Guerra A. Miguel J. R. Beltrán 95 128 0 26 Oct 2018
Deep Residual Network for Sound Source Localization in the Time Domain D. Suvorov G. Dong R. Zhukov 31 21 0 20 Aug 2018
Towards End-to-End Acoustic Localization using Deep Learning: from Audio Signal to Source Position Coordinates Juan Manuel Vera-Diaz Daniel Pizarro-Perez Javier Macias-Guarasa 44 116 0 29 Jul 2018
Sound Event Localization and Detection of Overlapping Sources Using Convolutional Recurrent Neural Networks Sharath Adavanne Archontis Politis Joonas Nikunen Tuomas Virtanen 66 473 0 30 Jun 2018
Multi-Speaker Localization Using Convolutional Neural Network Trained with Noise Soumitro Chakrabarty Emanuel Habets 54 45 0 12 Dec 2017
Direction of arrival estimation for multiple sound sources using convolutional recurrent neural network Sharath Adavanne Archontis Politis Tuomas Virtanen 48 238 0 27 Oct 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 786 132,363 0 12 Jun 2017
Broadband DOA estimation using Convolutional neural networks trained with noise signals Soumitro Chakrabarty Emanuel Habets 57 257 0 02 May 2017
Source localization in an ocean waveguide using supervised machine learning Haiqiang Niu Emma Reeves Peter Gerstoft 43 166 0 29 Jan 2017
Xception: Deep Learning with Depthwise Separable Convolutions François Chollet MDE BDL PINN 1.4K 14,608 0 07 Oct 2016
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification Kaiming He Xinming Zhang Shaoqing Ren Jian Sun VLM 341 18,651 0 06 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,312 0 22 Dec 2014
Efficient Steered-Response Power Methods for Sound Source Localization Using Microphone Arrays Markus V. S. Lima W. Martins Leonardo O. Nunes L. Biscainho T. Ferreira Maurício V. M. Costa Bowon Lee 69 12 0 09 Jul 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 1.1K 23,388 0 03 Jun 2014