Everything about Linear predictive coding

🧭 Start here: a 6-step reading path

1. Read the overview: Linear predictive codingA 5-minute orientation
2. Skim a recent paper: Identification and classification of coronavirus genomic signals based on linear predictive coding and machine learning methodsInfluential work since 2022
3. Pick up a classic book: Statistical Atlases and Computational Models of the Heart. Imaging and Modelling ChallengesThe most-reprinted book on the subject
4. Read the landmark paper: Linear predictive coding distinguishes spectral EEG features of Parkinson's diseaseCited 189 times
5. Go sideways: Code-excited linear predictionA closely related topic
6. Go sideways: Line spectral pairsA closely related topic

🏆 Landmark papers (most cited)

• Linear predictive coding distinguishes spectral EEG features of Parkinson's disease

  Md Fahim Anjum, Soura Dasgupta, Raghuraman Mudumbai · 2020 · Parkinsonism & Related Disorders · 189 citations

• Linear predictive coding

  D. O'Shaughnessy · 1988 · IEEE Potentials · 166 citations

• A comparison of warped and conventional linear predictive coding

  A. Harma, U.K. Laine · 2001 · IEEE Transactions on Speech and Audio Processing · 45 citations

• Detecting and locating key words in continuous speech using linear predictive coding

  R. Christiansen, C. Rushforth · 1977 · IEEE Transactions on Acoustics, Speech, and Signal Processing · 45 citations

• Linear predictive coding with modified filter structures

  A. Harma · 2001 · IEEE Transactions on Speech and Audio Processing · 18 citations

• Linear predictive coding of speech: Review and current directions

  M. Schroeder · 1985 · IEEE Communications Magazine · 18 citations

• Speaker identification based on the frame linear predictive coding spectrum technique

  Jian-Da Wu, Bing-Fu Lin · 2009 · Expert Systems with Applications · 18 citations

• Performance monitoring and fault prediction using a linear predictive coding algorithm

  R. Doraiswami · 1993 · Automatica · 15 citations

🆕 Influential since 2022

• Identification and classification of coronavirus genomic signals based on linear predictive coding and machine learning methods

  Amin Khodaei, Parvaneh Shams, Hadi Sharifi · 2023 · Biomedical Signal Processing and Control · 20 citations

• High capacity, secure audio watermarking technique integrating spread spectrum and linear predictive coding

  Noha O. Korany, Namat M. Elboghdadly, Mohamed Z. Elabdein · 2023 · Multimedia Tools and Applications · 13 citations

• A Computationally Efficient Method for the Diagnosis of Defects in Rolling Bearings Based on Linear Predictive Coding

  Mohammad Mohammad, Olga Ibryaeva, Vladimir Sinitsin · 2025 · Algorithms · 5 citations

• A Machine Learning Assessment System for Spoken English Based on Linear Predictive Coding

  Lu Wang · 2022 · Mobile Information Systems · 4 citations

• Feature extraction in speech recognition using linear predictive coding: An overview

  Darling D. Suja, J. Hinduja · 2022 · i-manager's Journal on Digital Signal Processing · 3 citations

📚 Books worth reading

• Statistical Atlases and Computational Models of the Heart. Imaging and Modelling ChallengesOscar Camara · 2012
• The Elements of Statistical LearningTrevor Hastie, Robert Tibshirani · 2001
• Gaussian processes for machine learningCarl Edward Rasmussen · 2005
• Genetic ProgrammingKrzysztof Krawiec · 2013
• Intelligent Information and Database SystemsAli Selamat · 2013
• Machine learning for hackersDrew Conway · 2012
• Neuro-fuzzy and soft computingJyh-Shing Roger Jang, Chuen-Tsai Sun · 1996
• Advanced control of turbofan enginesHanz Richter · 2011

Ranked by number of editions on Open Library, a rough measure of how lasting a book is.

🔗 Related topics

• Code-excited linear prediction Code-excited linear prediction (CELP) is a linear predictive speech coding algorithm originally proposed by Manfred R. Schroeder and Bishnu S. Atal in…
• Line spectral pairs Line spectral pairs (LSP) or line spectral frequencies (LSF) are used to represent linear prediction coefficients (LPC) for transmission over a channel…
• Bishnu S. Atal Bishnu Saroop Atal (10 May 1933 – 19 August 2026) was an Indian physicist and engineer. He was a noted researcher in acoustics, and was best known for…
• Audio coding format An audio coding format, or audio compression format, is an encoded format of digital audio, such as in digital television, digital radio and in audio and…
• Warped linear predictive coding Warped linear predictive coding (warped LPC or WLPC) is a variant of linear predictive coding in which the spectral representation of the system is modified…
• Fumitada Itakura Fumitada Itakura (板倉 文忠, Itakura Fumitada; born 6 August 1940) is a Japanese scientist. He did pioneering work in statistical signal processing, and its…
• Manfred R. Schroeder Manfred Robert Schroeder (12 July 1926 – 28 December 2009) was a German physicist, most known for his contributions to acoustics and computer graphics…
• Vocoder A vocoder (/ˈvoʊkoʊdər/, a portmanteau of voice and encoder) is a category of speech coding that analyzes and synthesizes the human voice signal for audio…