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Deep and shallow : machine learning in music and audio / Shlomo Dubnov and Ross Greer.
- Format:
- Book
- Author/Creator:
- Dubnov, Shlomo, author.
- Greer, Ross, author.
- Series:
- CRC machine learning & pattern recognition
- Language:
- English
- Subjects (All):
- Artificial intelligence--Musical applications.
- Artificial intelligence.
- Computer composition (Music).
- Computer sound processing.
- Physical Description:
- 1 online resource.
- Edition:
- First edition.
- Place of Publication:
- Boca Raton : CRC Press, 2024.
- Contents:
- Introduction to Sounds of Music
- Noise : the Hidden Dynamics of Music
- Communicating Musical Information
- Understanding and (Re)Creating Sound
- Generating and Listening to Audio Information
- Artificial Musical Brains
- Representing Voices in Pitch and Time
- Noise Revisited : Brains that Imagine
- Paying (Musical) Attention
- Last Noisy Thoughts, Summary and Conclusion
- Appendix B. Summary of Programming Examples and Exercises
- Appendix C. Software Packages for Music and Audio Representation and Analysis
- Appendix D. Free Music and Audio editing software
- Appendix E. Datasets.
- Notes:
- Includes bibliographical references and index.
- Electronic reproduction. London Available via World Wide Web.
- Description based upon online resource; title from PDF title page (viewed Decembre 14th, 2023).
- Other Format:
- Print version: Dubnov, Shlomo. Deep and shallow
- ISBN:
- 9781003240198
- 1003240194
- Publisher Number:
- 99995496266
- Access Restriction:
- Restricted for use by site license.
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