Live briefing
Everything about Computer audition
Study of understanding of audio by machine
Computer audition (CA) or machine listening is the general field of study of algorithms and systems for audio interpretation by machines. Since the notion of what it means for a machine to "hear" is very broad and somewhat vague, computer audition attempts to bring together several disciplines that originally dealt with specific problems or had a concrete application in mind. The engineer Paris Smaragdis, interviewed in Technology Review, talks about these systems — "software that uses sound to locate people moving through rooms, monitor machinery for impending breakdowns, or activate traffic cameras to record accidents." Wikipedia →
🧭 Start here: a 6-step reading path
- Read the overview: Computer auditionA 5-minute orientation
- Skim a recent paper: Intelligent anti-infection ventilation strategy based on computer audition: Towards healthy built environment and low carbon emissionInfluential work since 2022
- Pick up a classic book: Financial auditThe most-reprinted book on the subject
- Read the landmark paper: Computer Audition for Healthcare: Opportunities and ChallengesCited 36 times
- Go sideways: Audio signal processingA closely related topic
- Go sideways: Auditory scene analysisA closely related topic
📖 Definitions
No dictionary entry for this exact phrase.
🗂️ The subject at a glance
🏆 Landmark papers (most cited)
Computer Audition for Healthcare: Opportunities and Challenges
Perceptive spaces for performance and entertainment untethered interaction using computer vision and audition
HEAR4Health: a blueprint for making computer audition a staple of modern healthcare
Computer Audition: From Task-Specific Machine Learning to Foundation Models
Ecology & computer audition: Applications of audio technology to monitor organisms and environment
Audio Enhancement for Computer Audition—An Iterative Training Paradigm Using Sample Importance
Computer audition for healthcare: A survey on speech analysis
Teaching Machines on Snoring: A Benchmark on Computer Audition for Snore Sound Excitation Localisation
🆕 Influential since 2022
Intelligent anti-infection ventilation strategy based on computer audition: Towards healthy built environment and low carbon emission
Can Information Representations Inspired by the Human Auditory Perception Benefit Computer Audition-Based Disease Detection? An Interpretable Comparative Study
Guest editorial: AI for computational audition—sound and music processing
Editorial: Human-centred computer audition: sound, music, and healthcare
Leveraging Sample Difficulty in Computer Audition Analysis
📚 Books worth reading
- 📕Financial auditUnited States. General Accounting Office · 1943
CISA Certified Information Systems Auditor Study GuideDavid L. Cannon · 2008
IT GovernanceAlan Calder, Steve Watkins · 2005- 📕A standard for auditing computer applicationsWilliam E. Perry · 1989
- 📕(ISC)2 CISSP Certified Information Systems Security Professional Official Study GuideMike Chapple, James Michael Stewart · 2018
IT audit, control, and securityRobert R. Moeller · 2010
Computer auditingAndrew D. Chambers · 1981- 📕Fraud Auditing Using CaattShaun Aghili · 2019
Ranked by number of editions on Open Library, a rough measure of how lasting a book is.
🔗 Related topics
- Audio signal processing Audio signal processing is a subfield of signal processing that is concerned with the electronic manipulation of audio signals. Audio signals are electronic…
- Auditory scene analysis In perception and psychophysics, auditory scene analysis (ASA) is a proposed model for the basis of auditory perception. This is understood as the process…
- Computational auditory scene analysis Computational auditory scene analysis (CASA) is the study of auditory scene analysis by computational means. In essence, CASA systems are "machine listening"…
- Machine perception Machine perception is the capability of a computer system to interpret data in a manner that is similar to the way humans use their senses to relate to…
- Cognitive musicology Cognitive musicology is a branch of cognitive science concerned with computationally modeling musical knowledge with the goal of understanding both music…
- Audio analysis Audio analysis refers to the extraction of information and meaning from audio signals for analysis, classification, storage, retrieval, synthesis, etc…
- Psychoacoustics Psychoacoustics is the branch of psychophysics involving the scientific study of the perception of sound by the human auditory system. It is the branch…
- Albert Bregman Albert Stanley Bregman FRSC (September 15, 1936 – May 18, 2023) was a Canadian academic and researcher in the fields of experimental psychology, cognitive…