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Spraakverstaanbaarheid×Filtered-x Least Mean Squares (FxLMS) Active Noise Control×
VakgebiedAkoestiekAkoestiek
FamilieProcess / pipelineProcess / pipeline
Jaar van ontstaan19801975
GrondleggerHerman Steeneken, Tammo HoutgastBernard Widrow, Samuel Stearns
TypeSpeech clarity assessment methodAdaptive noise cancellation algorithm
Oorspronkelijke bronSteeneken, H. J., & Houtgast, T. (1980). A physical method for measuring speech-transmission quality. Journal of the Acoustical Society of America, 67(1), 318–326. DOI ↗Widrow, B., & Stearns, S. D. (1975). Adaptive signal processing for active vibration and noise control. IEEE Transactions on Acoustics, Speech, and Signal Processing, 23(5), 440–453. DOI ↗
Aliassenintelligibility metrics, STI, Speech Transmission Index, clarity indexFxLMS, filtered-x LMS, active noise cancellation, ANC
Verwant55
SamenvattingSpeech intelligibility is a quantitative measure of how well listeners understand spoken content in acoustic environments. Formalized by Steeneken and Houtgast in 1980 with the Speech Transmission Index (STI), intelligibility metrics combine room acoustic parameters (RT60, noise, clarity) to predict listener comprehension. Understanding speech intelligibility is essential for designing classrooms, offices, hearing aids, and public address systems where clear communication is critical.The Filtered-x Least Mean Squares (FxLMS) algorithm is an adaptive filter used in active noise control (ANC) systems to reduce unwanted sound by generating anti-noise. Pioneered by Widrow and Stearns in 1975 and refined by Eriksson and colleagues, FxLMS is the most widely deployed algorithm in commercial noise-canceling headphones, hearing aids, automotive cabins, and industrial noise barriers. It works by continuously learning the acoustical path and dynamically adjusting a canceling signal in real time.
ScholarGateGegevensset
  1. v1
  2. 3 Bronnen
  3. PUBLISHED
  1. v1
  2. 3 Bronnen
  3. PUBLISHED

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ScholarGateMethoden vergelijken: Speech Intelligibility · FxLMS Active Noise Control. Geraadpleegd op 2026-06-18 via https://scholargate.app/nl/compare