O SELECȚIE URIAȘĂ
Peste 4 milioane de cărți în engleză la prețuri avantajoase.
ISBN | 9781119890942 |
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Autor | Lerch Alexander |
Editura | Wiley |
Limba | english |
Tip copertă | Pevná vazba |
Anul publicării | 2022 |
Număr de pagini | 464 |
Enables readers to understand the analysis of musical audio signals through AI-driven applications in music education and production
An Introduction to Audio Content Analysis serves as a comprehensive guide on audio content analysis and how to apply it in signal processing and music informatics, allowing readers to teach a computer to interpret music signals and thus allowing the design of tools for interacting with music. The work ties together topics from audio signal processing and machine learning, showing how to use audio content analysis to pick up musical characteristics automatically. The analysis of audio signals and the extraction of metadata describing the content of the signal are both clearly explained, covering both abstract descriptions of technical properties and musical descriptions such as tempo, harmony and key, musical style, and performance attributes. Musical information, such as tonal, pitch, harmony, key, temporal, and tempo, is given a separate analysis in each category.
To aid in reader comprehension, each chapter begins with a short introduction to the most important musical and perceptual characteristics of the covered topic, followed by a detailed algorithmic model and concluded with questions and exercises. For the interested reader, updated supplemental materials are provided via an accompanying website.
Written by a well-known expert in the music industry, sample topics covered in Introduction to Audio Content Analysis include:
An invaluable guide for newcomers to audio signal processing and industry experts alike, An Introduction to Audio Content Analysis covers a wide range of introductory topics pertaining to machine listening, allowing students of and researchers in audio analysis to quickly gain core holistic knowledge and dig deeper into specific aspects of the field.