Results 1 to 10 of about 2,081,069 (199)
Robust Audio–Visual Speaker Localization in Noisy Aircraft Cabins for Inflight Medical Assistance [PDF]
SensorsActive Speaker Localization (ASL) involves identifying both who is speaking and where they are speaking from within audiovisual content. This capability is crucial in constrained and acoustically challenging environments, such as aircraft cabins during ...
Qiwu Qin, Yian Zhu
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ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023 Existing noise-robust and reverberant-robust localization algorithms fail to localize the target speaker when interfering speakers are present. In this paper, we address the problem of localizing only the target speaker in multi-speaker scenarios and ...
Wenju Liu, Guanjun Li
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Applied Sciences, 2018 Common sound source localization algorithms focus on localizing all the active sources in the environment. While the source identities are generally unknown, retrieving the location of a speaker of interest requires extra effort. This paper addresses the
Ziteng Wang, Junfeng Li, Yonghong Yan
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Keyword Based Speaker Localization: Localizing a Target Speaker in a Multi-speaker Environment [PDF]
Interspeech 2018, 2018 Speaker localization is a hard task, especially in adverse environmental conditions involving reverberation and noise. In this work we introduce the new task of localizing the speaker who uttered a given keyword, e.g., the wake-up word of a distant-microphone voice command system, in the presence of overlapping speech.
Sivasankaran, Sunit +2 more
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Joint speaker localization and array calibration using expectation-maximization
EURASIP Journal on Audio, Speech, and Music Processing, 2020 Ad hoc acoustic networks comprising multiple nodes, each of which consists of several microphones, are addressed. From the ad hoc nature of the node constellation, microphone positions are unknown.
Yuval Dorfan +2 more
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Three-Dimensional Speaker Localization: Audio-Refined Visual Scaling Factor Estimation
IEEE Signal Processing Letters, 2021 Neither a monocular RGB camera nor a small-size microphone array is capable of accurate three-dimensional (3D) speaker localization. By taking advantage of accurate visual object detection, and audio-visual complementary sensor fusion, we formulate the ...
Qi Liu, Haizhou Li, Xinyuan Qian
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Weighted Frequency Smoothing for Enhanced Speaker Localization
IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2023 The coherent signal subspace method may be used in order to apply subspace localization methods (e.g. MUSIC) to coherent sources. This method involves a focusing process followed by frequency smoothing, which is intended to decorrelate source signals ...
Hanan Beit-On, Tom Shlomo, Boaz Rafaely
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Speaker identification and localization using shuffled MFCC features and deep learning
International Journal of Speech Technology, 2023 The use of machine learning in automatic speaker identification and localization systems has recently seen significant advances. However, this progress comes at the cost of using complex models, computations, and increasing the number of microphone ...
Anke Schmeink
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Frontiers in Signal ProcessingRecent research advances in deep neural network (DNN)-based beamformers have shown great promise for speech enhancement under adverse acoustic conditions.
Hsinyu Chang +3 more
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Audio Visual Speaker Localization from EgoCentric Views [PDF]
arXiv.org, 2023 The use of audio and visual modality for speaker localization has been well studied in the literature by exploiting their complementary characteristics. However, most previous works employ the setting of static sensors mounted at fixed positions.
Jinzheng Zhao +3 more
semanticscholar +1 more source