LISQM A List of Open-Source Implementations of Psychoacoustic and Sound Quality Metrics

Version 0.5.10 · data as of 28 October 2026
Source on GitHub

Standards and models

All documents the list refers to, newest first. Each implementation in the list is tied to one of these editions, so the tables also show how the definitions changed over time.

They are also available as BibTeX, together with the papers that describe the listed software: references.bib.

Standards and regulations

DateDocumentStatusUsed by
2026-04ISO/AWI 26573
Acoustics — Procedures for assessment and prediction of noise-induced perceptual annoyance through laboratory-based listening tests
in developmentPsychoacoustic annoyance
2025-06ECMA-418-2:2025 (4th ed.)
Psychoacoustic metrics for ITT equipment — Part 2 (methods for describing human perception based on the Sottek Hearing Model)
currentSottek Hearing Model loudness, Sottek Hearing Model roughness, Sottek Hearing Model fluctuation strength, Sottek Hearing Model tonality
2024-12ECMA-418-2:2024 (3rd ed.)
Psychoacoustic metrics for ITT equipment — Part 2 (methods for describing human perception based on the Sottek Hearing Model)
supersededSottek Hearing Model loudness, Sottek Hearing Model roughness, Sottek Hearing Model tonality
2024-12ECMA-418-1:2024 (3rd ed.)
Psychoacoustic metrics for ITT equipment — Part 1 (prominent discrete tones)
currentTone-to-noise ratio and prominence ratio
2024-11ISO/CD 532-3
Acoustics — Methods for calculating loudness — Part 3: Moore-Glasberg-Schlittenlacher method (2nd edition)
in developmentTime-varying loudness (Moore–Glasberg–Schlittenlacher)
2024-11ISO/CD 532-2
Acoustics — Methods for calculating loudness — Part 2: Moore-Glasberg method (2nd edition)
in developmentMoore–Glasberg loudness
2024-11ISO/CD 532-1
Acoustics — Methods for calculating loudness — Part 1: Zwicker method (2nd edition)
in developmentZwicker loudness
2024-11DIN 38455:2024
Berechnung der Hörempfindung Rauigkeit (Calculation of the auditory sensation of roughness)
currentRoughness (DIN 38455)
2023-07ISO 532-3:2023
Acoustics — Methods for calculating loudness — Part 3: Moore-Glasberg-Schlittenlacher method
current
Under revision; the 2nd edition has been at committee-draft stage since 2024-11-01.
Time-varying loudness (Moore–Glasberg–Schlittenlacher)
2023-03ISO 226:2023
Acoustics — Normal equal-loudness-level contours
currentEqual-loudness contours
2022-12ISO/TS 20065:2022
Acoustics — Objective method for assessing the audibility of tones in noise — Engineering method
currentAudibility of tones in noise (ISO/TS 20065)
2022-12ECMA-418-2:2022 (2nd ed.)
Psychoacoustic metrics for ITT equipment — Part 2 (models based on human perception)
supersededSottek Hearing Model loudness, Sottek Hearing Model roughness, Sottek Hearing Model tonality
2022-12ECMA-418-1:2022 (2nd ed.)
Psychoacoustic metrics for ITT equipment — Part 1 (prominent discrete tones)
supersededTone-to-noise ratio and prominence ratio
2022-07ISO/PAS 1996-3:2022
Acoustics — Description, measurement and assessment of environmental noise — Part 3: Objective method for the measurement of prominence of impulsive sounds and for adjustment of LAeq
current
ISO Open Data (2026-09-30) links it to a successor project (ISO 95221), which has not been published yet.
Impulse prominence
2020-12ECMA-418-2:2020 (1st ed.)
Psychoacoustic metrics for ITT equipment — Part 2 (models based on human perception)
supersededSottek Hearing Model loudness, Sottek Hearing Model roughness, Sottek Hearing Model tonality
2020-12ECMA-418-1:2020 (1st ed.)
Psychoacoustic metrics for ITT equipment — Part 1 (prominent discrete tones)
supersededTone-to-noise ratio and prominence ratio
2019-12ECMA-74:2019 (17th ed.)
Measurement of airborne noise emitted by information technology and telecommunications equipment
supersededSottek Hearing Model tonality, Tone-to-noise ratio and prominence ratio
2017-07ISO 1996-2:2017
Acoustics — Description, measurement and assessment of environmental noise — Part 2: Determination of sound pressure levels
current
ISO Open Data (2026-09-30) links it to a successor project (ISO 86954), which has not been published yet.
Tonal audibility (ISO 1996-2)
2017-07ICAO Annex 16, Vol. I
Annex 16 to the Convention on International Civil Aviation — Environmental Protection — Volume I: Aircraft Noise
current
Amendment 15 was adopted on 2026-03-27 and applies from 2027-01-01 (new noise limits and supersonic aeroplanes); whether it changes the EPNL procedure itself has not been confirmed.
Perceived noise level and EPNL
2017-06ISO 532-2:2017
Acoustics — Methods for calculating loudness — Part 2: Moore-Glasberg method
current
Under revision; the 2nd edition has been at committee-draft stage since 2024-11-01.
Moore–Glasberg loudness
2017-06ISO 532-1:2017
Acoustics — Methods for calculating loudness — Part 1: Zwicker method
current
Under revision; the 2nd edition has been at committee-draft stage since 2024-11-01.
Zwicker loudness
2016-07ISO/PAS 20065:2016
Acoustics — Objective method for assessing the audibility of tones in noise — Engineering method
withdrawnAudibility of tones in noise (ISO/TS 20065)
2012-11IEC 61400-11:2012+AMD1:2018
Wind turbines — Part 11: Acoustic noise measurement techniques
currentTonal audibility of wind turbines (IEC 61400-11)
2010-03DIN 45631/A1:2010
Calculation of loudness level and loudness from the sound spectrum — Zwicker method — Amendment 1: Calculation of the loudness of time-variant sound
currentZwicker loudness
2009-08DIN 45692:2009
Messtechnische Simulation der Hörempfindung Schärfe (Measurement technique for the simulation of the auditory sensation of sharpness)
currentSharpness
2007-03ISO 1996-2:2007
Acoustics — Description, measurement and assessment of environmental noise — Part 2: Determination of environmental noise levels
withdrawnTonal audibility (ISO 1996-2)
2007ANSI/ASA S3.4-2007
Procedure for the Computation of Loudness of Steady Sounds
currentMoore–Glasberg loudness
2005-03DIN 45681:2005
Akustik — Bestimmung der Tonhaltigkeit von Geräuschen und Ermittlung eines Tonzuschlages für die Beurteilung von Geräuschimmissionen
currentTonal components (DIN 45681)
2003-08ISO 226:2003
Acoustics — Normal equal-loudness-level contours
withdrawnEqual-loudness contours
2002-12IEC 61400-11:2002
Wind turbine generator systems — Part 11: Acoustic noise measurement techniques
supersededTonal audibility of wind turbines (IEC 61400-11)
2002-11E DIN 45681:2002-11
Akustik — Bestimmung der Tonhaltigkeit von Geräuschen und Ermittlung eines Tonzuschlages für die Beurteilung von Geräuschimmissionen (draft)
supersededTonal components (DIN 45681)
2002-0714 CFR Part 36
Noise standards: aircraft type and airworthiness certification (Appendix A: EPNL)
currentPerceived noise level and EPNL
2002-05NT ACOU 112
Acoustics: Prominence of impulsive sounds and for adjustment of LAeq
currentImpulse prominence
1991-03DIN 45631:1991
Berechnung des Lautstärkepegels und der Lautheit aus dem Geräuschspektrum; Verfahren nach E. Zwicker
currentZwicker loudness
1975-07ISO 532:1975
Acoustics — Method for calculating loudness level
withdrawnZwicker loudness

Model papers, books and theses

DateDocumentStatusUsed by
2025-07Rizzi et al. (2025)
Annoyance model assessments of urban air mobility vehicle operations
publishedAural detectability
2018Moore et al. (2018)
Testing and refining a loudness model for time-varying sounds incorporating binaural inhibition
publishedTime-varying loudness (Moore–Glasberg–Schlittenlacher)
2017Swift & Gee (2017)
Extending sharpness calculation for an alternative loudness metric input
publishedSharpness
2016Osses et al. (2016)
Modelling the sensation of fluctuation strength
publishedFluctuation strength (Osses et al.)
2016Moore et al. (2016)
A loudness model for time-varying sounds incorporating binaural inhibition
publishedTime-varying loudness (Moore–Glasberg–Schlittenlacher)
2016Di et al. (2016)
Improvement of Zwicker's psychoacoustic annoyance model aiming at tonal noises
publishedPsychoacoustic annoyance
2011Chen et al. (2011)
A new method of calculating auditory excitation patterns and loudness for steady sounds
publishedMoore–Glasberg loudness
2010More (2010)
Aircraft noise characteristics and metrics
publishedPsychoacoustic annoyance
2007Fastl & Zwicker (2007)
Psychoacoustics: Facts and Models (3rd edition)
publishedSharpness, Fluctuation strength (Osses et al.)
2002Glasberg & Moore (2002)
A model of loudness applicable to time-varying sounds
publishedTime-varying loudness (Moore–Glasberg–Schlittenlacher)
2002Chalupper & Fastl (2002)
Dynamic loudness model (DLM) for normal and hearing-impaired listeners
publishedZwicker loudness
1999Zwicker & Fastl (1999)
Psychoacoustics: Facts and Models (2nd edition)
publishedPsychoacoustic annoyance
1997Moore, Glasberg & Baer (1997)
A model for the prediction of thresholds, loudness, and partial loudness
publishedMoore–Glasberg loudness
1997Daniel & Weber (1997)
Psychoacoustical roughness: implementation of an optimized model
publishedRoughness (Daniel & Weber)
1992Widmann (1992)
Ein Modell der psychoakustischen Lästigkeit von Schallen und seine Anwendung in der Praxis der Lärmbeurteilung
publishedPsychoacoustic annoyance
1985Aures (1985b)
Berechnungsverfahren für den sensorischen Wohlklang beliebiger Schallsignale
publishedSharpness, Tonality (Aures)
1985Aures (1985a)
Ein Berechnungsverfahren der Rauhigkeit
publishedRoughness (Daniel & Weber)
1982Terhardt et al. (1982)
Algorithm for extraction of pitch and pitch salience from complex tonal signals
publishedTonality (Aures)
1974von Bismarck (1974)
Sharpness as an attribute of the timbre of steady sounds
publishedSharpness
1974Fidell et al. (1974)
Prediction of aural detectability of noise signals
publishedAural detectability

Metrics, standards and papers, projects, function names and pages.