Download An Introduction to Audio Content Analysis: Music Information Retrieval Tasks and Applications PDF Free - Full Version
Download An Introduction to Audio Content Analysis: Music Information Retrieval Tasks and Applications by Alexander Lerch in PDF format completely FREE. No registration required, no payment needed. Get instant access to this valuable resource on PDFdrive.to!
About An Introduction to Audio Content Analysis: Music Information Retrieval Tasks and Applications
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: Input representation: periodic signals, random signals, statistical signal descriptions (arithmetic mean, geometric mean, harmonic mean, and more), digital audio signals, and block-based processing Tonal analysis: human perception of pitch, representation of pitch in music, fundamental frequency detection, and monophonic and polyphonic input signals Intensity: representation of dynamics in music, root mean square, peak envelope, and psycho-acoustic loudness features Temporal analysis: representation of temporal events in music, onset detection, beat histograms, and detection of tempo and beat phase Alignment: dynamic time warping, audio-to-audio alignment, and audio-to-score alignment 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.
Detailed Information
| Author: | Alexander Lerch |
|---|---|
| ISBN: | 9781119890973 |
| Pages: | 467 |
| Language: | English |
| File Size: | 30 |
| Format: | |
| Price: | FREE |
Safe & Secure Download - No registration required
Why Choose PDFdrive for Your Free An Introduction to Audio Content Analysis: Music Information Retrieval Tasks and Applications Download?
- 100% Free: No hidden fees or subscriptions required for one book every day.
- No Registration: Immediate access is available without creating accounts for one book every day.
- Safe and Secure: Clean downloads without malware or viruses
- Multiple Formats: PDF, MOBI, Mpub,... optimized for all devices
- Educational Resource: Supporting knowledge sharing and learning
Frequently Asked Questions
Is it really free to download An Introduction to Audio Content Analysis: Music Information Retrieval Tasks and Applications PDF?
Yes, on https://PDFdrive.to you can download An Introduction to Audio Content Analysis: Music Information Retrieval Tasks and Applications by Alexander Lerch completely free. We don't require any payment, subscription, or registration to access this PDF file. For 3 books every day.
How can I read An Introduction to Audio Content Analysis: Music Information Retrieval Tasks and Applications on my mobile device?
After downloading An Introduction to Audio Content Analysis: Music Information Retrieval Tasks and Applications PDF, you can open it with any PDF reader app on your phone or tablet. We recommend using Adobe Acrobat Reader, Apple Books, or Google Play Books for the best reading experience.
Is this the full version of An Introduction to Audio Content Analysis: Music Information Retrieval Tasks and Applications?
Yes, this is the complete PDF version of An Introduction to Audio Content Analysis: Music Information Retrieval Tasks and Applications by Alexander Lerch. You will be able to read the entire content as in the printed version without missing any pages.
Is it legal to download An Introduction to Audio Content Analysis: Music Information Retrieval Tasks and Applications PDF for free?
https://PDFdrive.to provides links to free educational resources available online. We do not store any files on our servers. Please be aware of copyright laws in your country before downloading.
The materials shared are intended for research, educational, and personal use in accordance with fair use principles.
