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Kniha Audio Signal Processing Sri Krishnan

Audio Signal Processing

Advanced Analysis and Machine Learning Applications

Autor: Sri Krishnan
Jazyk: Angličtina
Väzba: Brožovaná
Vydavateľ: Elsevier Science
Dostupnosť: Očakávaná novinka
Vydanie 01. 05. 2027
193.43 €
Audio is a fundamental modality of data that has immense utility and need in human communication, di...

Informácie o knihe

Autor
Sri Krishnan
Jazyk
Angličtina
Väzba
Kniha - Brožovaná
Vydalo
2026
Stránok
400
EAN
9780443364242
ISBN
0443364249
Enbook ID
51294588
Vydavateľ
Elsevier Science
Hmotnosť
450
Rozmery
191 x 235

Kompletný popis

Audio is a fundamental modality of data that has immense utility and need in human communication, digital transmission, pattern discovery, ecological understanding, healthcare, and many more. Advancements in sensor technology, signal processing, and machine learning have led to audio as an asset in many vertical applications. Audio Signal Processing: Advanced Analysis and Machine Learning Applications covers the basics of audio signal processing and analysis from sensing, acquisition, digitization, filtering, denoising, modelling, feature analysis, machine learning, and pattern recognition/decision making. It provides practical examples, illustrations, lab exercises, and mini projects to enhance the learning experience.

  • Provides comprehensive coverage of audio signal analysis.
  • Offers problem sets and laboratory exercises that cover a wide range of audio signals, models, and algorithms.
  • Enables foundational knowledge that can translate into other domains of signal processing.

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