Voice localization using nearby wall reflections

S Shen, D Chen, YL Wei, Z Yang… - Proceedings of the 26th …, 2020 - dl.acm.org
Voice assistants such as Amazon Echo (Alexa) and Google Home use microphone arrays to
estimate the angle of arrival (AoA) of the human voice. This paper focuses on adding user …

Owlet: Enabling spatial information in ubiquitous acoustic devices

N Garg, Y Bai, N Roy - Proceedings of the 19th Annual International …, 2021 - dl.acm.org
This paper presents a low-power and miniaturized design for acoustic direction-of-arrival
(DoA) estimation and source localization, called Owlet. The required aperture, power …

Model-based head orientation estimation for smart devices

Q Yang, Y Zheng - Proceedings of the ACM on Interactive, Mobile …, 2021 - dl.acm.org
Voice interaction is friendly and convenient for users. Smart devices such as Amazon Echo
allow users to interact with them by voice commands and become increasingly popular in …

Proximic: Convenient voice activation via close-to-mic speech detected by a single microphone

Y Qin, C Yu, Z Li, M Zhong, Y Yan, Y Shi - Proceedings of the 2021 CHI …, 2021 - dl.acm.org
Wake-up-free techniques (eg, Raise-to-Speak) are important for improving the voice input
experience. We present ProxiMic, a close-to-mic (within 5 cm) speech sensing technique …

Speaker Distance Estimation in Enclosures from Single-Channel Audio

M Neri, A Politis, D Krause, M Carli… - … /ACM Transactions on …, 2024 - ieeexplore.ieee.org
Distance estimation from audio plays a crucial role in various applications, such as acoustic
scene analysis, sound source localization, and room modeling. Most studies predominantly …

Distributed source localization in acoustic sensor networks using the coherent-to-diffuse power ratio

A Brendel, W Kellermann - IEEE Journal of Selected Topics in …, 2019 - ieeexplore.ieee.org
In this paper, acoustic source localization in an acoustic sensor network (ASN) based on
estimates of the coherent-to-diffuse power ratio (CDR) is investigated. It is shown that the …

Multimodal fusion for indoor sound source localization

J Chen, R Takashima, X Guo, Z Zhang, X Xu… - Pattern recognition, 2021 - Elsevier
To identify the localization of indoor sound source, especially when attempted using only a
single microphone, it is a challenging problem to machine learning. To address these …

Sound source distance estimation in rooms based on statistical properties of binaural signals

E Georganti, T May, S Van De Par… - IEEE transactions on …, 2013 - ieeexplore.ieee.org
A novel method for the estimation of the distance of a sound source from binaural speech
signals is proposed. The method relies on several statistical features extracted from such …

Sound source distance estimation using deep learning: An image classification approach

M Yiwere, EJ Rhee - Sensors, 2019 - mdpi.com
This paper presents a sound source distance estimation (SSDE) method using a
convolutional recurrent neural network (CRNN). We approach the sound source distance …

Learning-based acoustic source-microphone distance estimation using the coherent-to-diffuse power ratio

A Brendel, W Kellermann - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
We propose a method for estimating the distance between a sound source and a pair of
recording microphones. The developed algorithm operates in the short-time Fourier …