Deep Learning Based Stage-wise Two-dimensional Speaker Localization with Large Ad-hoc Microphone Arrays

19 October 2022

Xuelong Li

Papers citing "Deep Learning Based Stage-wise Two-dimensional Speaker Localization with Large Ad-hoc Microphone Arrays"

24 / 24 papers shown

Title
Sound Event Detection and Localization with Distance Estimation D. Krause Archontis Politis A. Mesaros 62 11 0 18 Mar 2024
Spatial Diarization for Meeting Transcription with Ad-Hoc Acoustic Sensor Networks Tobias Gburrek Joerg Schmalenstroeer Reinhold Haeb-Umbach 48 1 0 27 Nov 2023
Dual input neural networks for positional sound source localization Eric Grinstein Vincent W. Neo Patrick A. Naylor 33 6 0 08 Aug 2023
Multi-resolution location-based training for multi-channel continuous speech separation H. Taherian DeLiang Wang 60 7 0 16 Jan 2023
End-to-end Two-dimensional Sound Source Localization With Ad-hoc Microphone Arrays Yijun Gong Shupei Liu Xiao-Lei Zhang 26 9 0 16 Oct 2022
Signal-Aware Direction-of-Arrival Estimation Using Attention Mechanisms Wolfgang Mack Julian Wechsler Emanuel Habets 104 11 0 03 Jan 2022
Multi-Channel Far-Field Speaker Verification with Large-Scale Ad-hoc Microphone Arrays Chen Liang Yijiang Chen Jiadi Yao Xiao-Lei Zhang 39 7 0 12 Oct 2021
A Survey of Sound Source Localization with Deep Learning Methods Pierre-Amaury Grumiaux Srdjan Kitić Laurent Girin Alexandre Guérin 53 251 0 08 Sep 2021
Localization Based Sequential Grouping for Continuous Speech Separation Zhong-Qiu Wang DeLiang Wang 59 12 0 14 Jul 2021
Multi-target DoA Estimation with an Audio-visual Fusion Mechanism Xinyuan Qian Maulik C. Madhavi Zexu Pan Jiadong Wang Haizhou Li 47 44 0 13 May 2021
Scaling sparsemax based channel selection for speech recognition with ad-hoc microphone arrays Junqi Chen Xiao-Lei Zhang 23 10 0 29 Mar 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 89 78 0 16 Feb 2021
Data-Efficient Framework for Real-world Multiple Sound Source 2D Localization G. L. Moing Phongtharin Vinayavekhin Don Joven Agravante Tadanobu Inoue J. Vongkulbhisal Asim Munawar Ryuki Tachibana 40 9 0 10 Dec 2020
Learning Multiple Sound Source 2D Localization G. L. Moing Phongtharin Vinayavekhin Tadanobu Inoue J. Vongkulbhisal Asim Munawar Ryuki Tachibana Don Joven Agravante 39 13 0 10 Dec 2020
Deep Ad-hoc Beamforming Based on Speaker Extraction for Target-Dependent Speech Separation Ziye Yang Shanzheng Guan Xiao-Lei Zhang 32 14 0 01 Dec 2020
Speech enhancement aided end-to-end multi-task learning for voice activity detection Xu Tan Xiao-Lei Zhang 41 32 0 23 Oct 2020
Deep Ad-hoc Beamforming Xiao-Lei Zhang 25 21 0 03 Nov 2018
Multi-Speaker DOA Estimation Using Deep Convolutional Networks Trained with Noise Signals Soumitro Chakrabarty Emanuel Habets 70 260 0 31 Jul 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 64 470 0 30 Jun 2018
Indoor Sound Source Localization with Probabilistic Neural Network Yingxiang Sun Jiajia Chen Chau Yuen S. Rahardja 45 100 0 21 Dec 2017
Pyroomacoustics: A Python package for audio room simulations and array processing algorithms Robin Scheibler Eric Bezzam Ivan Dokmanić 55 516 0 11 Oct 2017
Supervised Speech Separation Based on Deep Learning: An Overview DeLiang Wang Jitong Chen SSL 66 1,370 0 24 Aug 2017
Permutation Invariant Training of Deep Models for Speaker-Independent Multi-talker Speech Separation Dong Yu Morten Kolbæk Zheng-Hua Tan Jesper Jensen 87 854 0 01 Jul 2016