From Content-based Music Emotion Recognition to Emotion Maps of Musical Pieces - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook From Content-based Music Emotion Recognition to Emotion Maps of Musical Pieces write by Jacek Grekow. This book was released on 2017-11-02. From Content-based Music Emotion Recognition to Emotion Maps of Musical Pieces available in PDF, EPUB and Kindle. The problems it addresses include emotion representation, annotation of music excerpts, feature extraction, and machine learning. The book chiefly focuses on content-based analysis of music files, a system that automatically analyzes the structures of a music file and annotates the file with the perceived emotions. Further, it explores emotion detection in MIDI and audio files. In the experiments presented here, the categorical and dimensional approaches were used, and the knowledge and expertise of music experts with a university music education were used for music file annotation. The automatic emotion detection systems constructed and described in the book make it possible to index and subsequently search through music databases according to emotion. In turn, the emotion maps of musical compositions provide valuable new insights into the distribution of emotions in music and can be used to compare that distribution in different compositions, or to conduct emotional comparisons of different interpretations of the same composition.
Music Emotion Recognition
Music Emotion Recognition - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Music Emotion Recognition write by Yi-Hsuan Yang. This book was released on 2011-02-22. Music Emotion Recognition available in PDF, EPUB and Kindle. Providing a complete review of existing work in music emotion developed in psychology and engineering, Music Emotion Recognition explains how to account for the subjective nature of emotion perception in the development of automatic music emotion recognition (MER) systems. Among the first publications dedicated to automatic MER, it begins with a comprehensive introduction to the essential aspects of MER—including background, key techniques, and applications. This ground-breaking reference examines emotion from a dimensional perspective. It defines emotions in music as points in a 2D plane in terms of two of the most fundamental emotion dimensions according to psychologists—valence and arousal. The authors present a computational framework that generalizes emotion recognition from the categorical domain to real-valued 2D space. They also: Introduce novel emotion-based music retrieval and organization methods Describe a ranking-base emotion annotation and model training method Present methods that integrate information extracted from lyrics, chord sequence, and genre metadata for improved accuracy Consider an emotion-based music retrieval system that is particularly useful for mobile devices The book details techniques for addressing the issues related to: the ambiguity and granularity of emotion description, heavy cognitive load of emotion annotation, subjectivity of emotion perception, and the semantic gap between low-level audio signal and high-level emotion perception. Complete with more than 360 useful references, 12 example MATLAB® codes, and a listing of key abbreviations and acronyms, this cutting-edge guide supplies the technical understanding and tools needed to develop your own automatic MER system based on the automatic recognition model.
Unconventional Computing, Arts, Philosophy
Unconventional Computing, Arts, Philosophy - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Unconventional Computing, Arts, Philosophy write by Andrew Adamatzky. This book was released on 2022-10-04. Unconventional Computing, Arts, Philosophy available in PDF, EPUB and Kindle. The unique compendium re-assesses the value of future and emergent computing technologies via artistic and philosophical means. The book encourages scientists to adopt inspiring thinking of artists and philosophers to reuse scientific concepts in their works.The useful reference text consists of non-typical topics, where artistic and philosophical concepts encourage readers to adopt unconventional approaches towards computing and immerse themselves into discoveries of future emerging landscape.Related Link(s)
Handbook of Artificial Intelligence for Music
Handbook of Artificial Intelligence for Music - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Handbook of Artificial Intelligence for Music write by Eduardo Reck Miranda. This book was released on 2021-07-02. Handbook of Artificial Intelligence for Music available in PDF, EPUB and Kindle. This book presents comprehensive coverage of the latest advances in research into enabling machines to listen to and compose new music. It includes chapters introducing what we know about human musical intelligence and on how this knowledge can be simulated with AI. The development of interactive musical robots and emerging new approaches to AI-based musical creativity are also introduced, including brain–computer music interfaces, bio-processors and quantum computing. Artificial Intelligence (AI) technology permeates the music industry, from management systems for recording studios to recommendation systems for online commercialization of music through the Internet. Yet whereas AI for online music distribution is well advanced, this book focuses on a largely unexplored application: AI for creating the actual musical content.
Foundations of Intelligent Systems
Foundations of Intelligent Systems - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Foundations of Intelligent Systems write by Denis Helic. This book was released on 2020-09-17. Foundations of Intelligent Systems available in PDF, EPUB and Kindle. This book constitutes the proceedings of the 25th International Symposium on Foundations of Intelligent Systems, ISMIS 2020, held in Graz, Austria, in October 2020. The conference was held virtually due to the COVID-19 pandemic. The 35 full and 8 short papers presented in this volume were carefully reviewed and selected from 79 submissions. Included is also one invited talk. The papers deal with topics such as natural language processing; deep learning and embeddings; digital signal processing; modelling and reasoning; and machine learning applications.
