Acoustic scene classification: a comprehensive survey
Acoustic scene classification (ASC) has gained significant interest recently due to its diverse
applications. Various audio signal processing and machine learning methods have been …
applications. Various audio signal processing and machine learning methods have been …
The cocktail party problem
S Haykin, Z Chen - Neural computation, 2005 - direct.mit.edu
This review presents an overview of a challenging problem in auditory perception, the
cocktail party phenomenon, the delineation of which goes back to a classic paper by Cherry …
cocktail party phenomenon, the delineation of which goes back to a classic paper by Cherry …
Intermediate acoustic-to-semantic representations link behavioral and neural responses to natural sounds
Recognizing sounds implicates the cerebral transformation of input waveforms into semantic
representations. Although past research identified the superior temporal gyrus (STG) as a …
representations. Although past research identified the superior temporal gyrus (STG) as a …
A survey on activity detection and classification using wearable sensors
Activity detection and classification are very important for autonomous monitoring of humans
for applications, including assistive living, rehabilitation, and surveillance. Wearable sensors …
for applications, including assistive living, rehabilitation, and surveillance. Wearable sensors …
Speakerbeam: Speaker aware neural network for target speaker extraction in speech mixtures
The processing of speech corrupted by interfering overlapping speakers is one of the
challenging problems with regards to today's automatic speech recognition systems …
challenging problems with regards to today's automatic speech recognition systems …
[图书][B] Computational auditory scene analysis: Principles, algorithms, and applications
Computational Auditory Scene Analysis | Guide books skip to main content ACM Digital Library
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Bodyscope: a wearable acoustic sensor for activity recognition
Accurate activity recognition enables the development of a variety of ubiquitous computing
applications, such as context-aware systems, lifelogging, and personal health systems …
applications, such as context-aware systems, lifelogging, and personal health systems …
On ideal binary mask as the computational goal of auditory scene analysis
DL Wang - Speech separation by humans and machines, 2005 - Springer
Conclusion In his famous treatise of computational vision, Marr (1982) makes a compelling
argument for separating different levels of analysis in order to understand complex …
argument for separating different levels of analysis in order to understand complex …
Hawkes processes for events in social media
This chapter provides an accessible introduction for point processes, and especially Hawkes
processes, for modeling discrete, inter-dependent events over continuous time. We start by …
processes, for modeling discrete, inter-dependent events over continuous time. We start by …
Speech recognition by machines and humans
RP Lippmann - Speech communication, 1997 - Elsevier
This paper reviews past work comparing modern speech recognition systems and humans
to determine how far recent dramatic advances in technology have progressed towards the …
to determine how far recent dramatic advances in technology have progressed towards the …