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Voice localization using nearby wall reflections
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 …
estimate the angle of arrival (AoA) of the human voice. This paper focuses on adding user …
Speaker distance estimation in enclosures from single-channel audio
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 …
scene analysis, sound source localization, and room modeling. Most studies predominantly …
Owlet: Enabling spatial information in ubiquitous acoustic devices
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 …
(DoA) estimation and source localization, called Owlet. The required aperture, power …
[HTML][HTML] 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 …
convolutional recurrent neural network (CRNN). We approach the sound source distance …
Model-based head orientation estimation for smart devices
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 …
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
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 …
experience. We present ProxiMic, a close-to-mic (within 5 cm) speech sensing technique …
Multimodal fusion for indoor sound source localization
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 …
single microphone, it is a challenging problem to machine learning. To address these …
Distributed source localization in acoustic sensor networks using the coherent-to-diffuse power ratio
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 …
estimates of the coherent-to-diffuse power ratio (CDR) is investigated. It is shown that the …
Sound source distance estimation in rooms based on statistical properties of binaural signals
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 …
signals is proposed. The method relies on several statistical features extracted from such …
Learning-based acoustic source-microphone distance estimation using the coherent-to-diffuse power ratio
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 …
recording microphones. The developed algorithm operates in the short-time Fourier …