Download or read book Creating music and songs using a neural network Move towards success written by Алексей Сабадырь and published by Litres. This book was released on 2024-10-23 with total page 36 pages. Available in PDF, EPUB and Kindle. Book excerpt: You will learn how to use the power of neural networks to create music in various styles, from classical to electronic, write song lyrics, create exciting soundtracks and make money from your creativity.Step-by-step instructions: from choosing the right instrument to setting up neural network parameters.Practical advice: from generating melodies and harmonies to creating unique sounds.Secrets of success: how to overcome difficulties, stay on trend and get the most out of AI tools.
Download or read book Deep Learning Techniques for Music Generation written by Jean-Pierre Briot and published by Springer. This book was released on 2019-11-08 with total page 303 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a survey and analysis of how deep learning can be used to generate musical content. The authors offer a comprehensive presentation of the foundations of deep learning techniques for music generation. They also develop a conceptual framework used to classify and analyze various types of architecture, encoding models, generation strategies, and ways to control the generation. The five dimensions of this framework are: objective (the kind of musical content to be generated, e.g., melody, accompaniment); representation (the musical elements to be considered and how to encode them, e.g., chord, silence, piano roll, one-hot encoding); architecture (the structure organizing neurons, their connexions, and the flow of their activations, e.g., feedforward, recurrent, variational autoencoder); challenge (the desired properties and issues, e.g., variability, incrementality, adaptability); and strategy (the way to model and control the process of generation, e.g., single-step feedforward, iterative feedforward, decoder feedforward, sampling). To illustrate the possible design decisions and to allow comparison and correlation analysis they analyze and classify more than 40 systems, and they discuss important open challenges such as interactivity, originality, and structure. The authors have extensive knowledge and experience in all related research, technical, performance, and business aspects. The book is suitable for students, practitioners, and researchers in the artificial intelligence, machine learning, and music creation domains. The reader does not require any prior knowledge about artificial neural networks, deep learning, or computer music. The text is fully supported with a comprehensive table of acronyms, bibliography, glossary, and index, and supplementary material is available from the authors' website.
Download or read book Music Emotion Recognition written by Yi-Hsuan Yang and published by CRC Press. This book was released on 2011-02-22 with total page 251 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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
Download or read book Bio A I From Embodied Cognition to Enactive Robotics written by Adam Safron and published by Frontiers Media SA. This book was released on 2023-12-08 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: Even before the deep learning revolution, the landscape of artificial intelligence (AI) was already changing drastically in the 90s. Embodied intelligence, it was proposed, must play a crucial role in the design of intelligent machines. This new wave was inspired by what is today known as Embodied and Enactive Cognitive Science or E-Cognition, which considers that cognitive activity does not reduce to the intellectual capacities of agents being able to represent their environments. E-cognition set AI and robotics in a new direction, in which intelligent machines are required to interact with the environment, and where this interaction does not reduce to explicit representations or prespecified algorithms. These ideas revolutionized the way we think about intelligent machines and cognition, but these theoretical advances are only partially reflected in modern approaches to AI and machine learning (ML). Despite deeply impressive achievements, AI/ML still struggles to recapitulate the kinds of intelligence we find in natural systems, whether we are considering individual insects (e.g. simultaneous localization and mapping), or swarm behaviour (e.g. forum sensing and ensemble inferences), and especially the kinds of flexibility and high-level reasoning characteristic of human cognition.
Download or read book The Voice in Cinema written by Michel Chion and published by Columbia University Press. This book was released on 1999 with total page 204 pages. Available in PDF, EPUB and Kindle. Book excerpt: Chion analyzes imaginative uses of the human voice by directors like Lang, Hitchcock, Ophuls, Duras, and de Palma.
Download or read book Artificial Intelligence in Music Sound Art and Design written by Juan Romero and published by Springer Nature. This book was released on 2021-04-01 with total page 501 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 10th European Conference on Artificial Intelligence in Music, Sound, Art and Design, EvoMUSART 2021, held as part of Evo* 2021, as Virtual Event, in April 2021, co-located with the Evo* 2021 events, EvoCOP, EvoApplications, and EuroGP. The 24 revised full papers and 7 short papers presented in this book were carefully reviewed and selected from 66 submissions. They cover a wide range of topics and application areas, including generative approaches to music and visual art, deep learning, and architecture.
Download or read book Advances in Visual Informatics written by Halimah Badioze Zaman and published by Springer Nature. This book was released on 2023-10-19 with total page 677 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 8th International Conference on Advances in Visual Informatics, IVIC 2023, held in Selangor, Malaysia in November 2023. The 51 full papers presented were carefully reviewed and selected from 101 submissions. The conference focused on 6 tracks: Modeling and Simulation, Mixed Reality and HCI, Systems Integration and IoT, Cybersecurity, Energy Informatics and Intelligent Data Analytics.
Download or read book Digital Humanities and Laboratories written by Urszula Pawlicka-Deger and published by Taylor & Francis. This book was released on 2023-11-09 with total page 325 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book · includes contributions from a diverse, international range of scholars and practitioners and this volume examines the ways laboratories of all kinds contribute to digital research and pedagogy. · Acknowledging that they are emerging amid varied cultural and scientific traditions, the volume considers how they lead to the specification of digital humanities and how a locally situated knowledge production is embedded in the global infrastructure system. · consolidates the discussion on the role of the laboratory in DH and brings digital humanists into the interdisciplinary debate concerning the notion of a laboratory as a critical site in the generation of experimental knowledge. Positioning the discussion in relation to ongoing debates in DH, the volume argues that laboratory studies are in an excellent position to capitalize on the theories and knowledge developed in the DH field and open up new research inquiries. · clearly demonstrates that the laboratory is a key site for theoretical and political analyses of digital humanities and will thus be of interest to scholars, students and practitioners engaged in the study of DH, culture, media, heritage and infrastructure.
Download or read book Supervised Sequence Labelling with Recurrent Neural Networks written by Alex Graves and published by Springer. This book was released on 2012-02-06 with total page 148 pages. Available in PDF, EPUB and Kindle. Book excerpt: Supervised sequence labelling is a vital area of machine learning, encompassing tasks such as speech, handwriting and gesture recognition, protein secondary structure prediction and part-of-speech tagging. Recurrent neural networks are powerful sequence learning tools—robust to input noise and distortion, able to exploit long-range contextual information—that would seem ideally suited to such problems. However their role in large-scale sequence labelling systems has so far been auxiliary. The goal of this book is a complete framework for classifying and transcribing sequential data with recurrent neural networks only. Three main innovations are introduced in order to realise this goal. Firstly, the connectionist temporal classification output layer allows the framework to be trained with unsegmented target sequences, such as phoneme-level speech transcriptions; this is in contrast to previous connectionist approaches, which were dependent on error-prone prior segmentation. Secondly, multidimensional recurrent neural networks extend the framework in a natural way to data with more than one spatio-temporal dimension, such as images and videos. Thirdly, the use of hierarchical subsampling makes it feasible to apply the framework to very large or high resolution sequences, such as raw audio or video. Experimental validation is provided by state-of-the-art results in speech and handwriting recognition.
Download or read book Intelligent Computing written by Kohei Arai and published by Springer Nature. This book was released on 2023-10-02 with total page 1492 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a collection of insightful and unique state-of the-art papers presented at the Computing Conference which took place in London on June 22–23, 2023. A total of 539 papers were received out of which 193 were selected for presenting after double-blind peer-review. The book covers a wide range of scientific topics including IoT, Artificial Intelligence, Computing, Data Science, Networking, Data security and Privacy, etc. The conference was successful in reaping the advantages of both online and offline modes. The goal of this conference is to give a platform to researchers with fundamental contributions and to be a premier venue for academic and industry practitioners to share new ideas and development experiences. We hope that readers find this book interesting and valuable. We also expect that the conference and its publications will be a trigger for further related research and technology improvements in this important subject.
Download or read book Music Inside Out written by John Rahn and published by Routledge. This book was released on 2014-03-18 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: John Rahn's prolific activities as a composer-theorist-teacher, inventor of computer sound-synthesis software, editor of Perspectives of New Music during the 1980s and 90s, and author of an exemplary text on atonal theory are conspicuously in the foreground of the academic music-intellectual world. This collection of essays charts Rahn's progression from the construal of music's data structures to the articulation of its experiential structures, leading to the question of its moral infrastructures and its value systems of the internal and external worlds. This book shows Rahn's remarkable intellectual evolution, culminating in the recognition that the pressure bearing on discourse can only be contained by thought formulated in the non-referential language of the arts themselves. Also includes 18 musical examples.
Download or read book Aural Experience and Soundscape Management written by Diana Grgurić and published by CRC Press. This book was released on 2024-03-19 with total page 204 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since technological progress is characterized by the dual effects, positive and negative, it is precisely by sustaining the balance between such binaries that ecologically responsible resource management is restored as a solution for excessive human impact on the environment. Sound and music became relevant from the perspective of management, within the meaning of controlling their negative effects on human beings and their environment as well as utilizing them for meeting human needs. This book integrates the fields of technology, humanities, and social sciences and defines the challenges of noise control from the perspective of acoustic ecology. It discusses the concept of acoustic ecology applied to evoke sound and music management and design solutions for well-being. It will be equally useful for students of electrical engineering, music, and economics; equally challenging to those with a particular prior knowledge and practice; and as much as comprehensive and stimulative for those who are barely embarking upon a new adventure.
Download or read book Evening in the Palace of Reason written by James Gaines and published by HarperCollins UK. This book was released on 2005 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt: Tells the story of the history-making meeting between scorned master composer Johann Sebastian Bach and Prussia's Frederick the Great.
Download or read book Artificial Intelligence Applications and Innovations written by Ilias Maglogiannis and published by Springer Nature. This book was released on 2021-06-22 with total page 801 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 17th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2021, held virtually and in Hersonissos, Crete, Greece, in June 2021. The 50 full papers and 11 short papers presented were carefully reviewed and selected from 113 submissions. They cover a broad range of topics related to technical, legal, and ethical aspects of artificial intelligence systems and their applications and are organized in the following sections: adaptive modeling/ neuroscience; AI in biomedical applications; AI impacts/ big data; automated machine learning; autonomous agents; clustering; convolutional NN; data mining/ word counts; deep learning; fuzzy modeling; hyperdimensional computing; Internet of Things/ Internet of energy; machine learning; multi-agent systems; natural language; recommendation systems; sentiment analysis; and smart blockchain applications/ cybersecurity. Chapter “Improving the Flexibility of Production Scheduling in Flat Steel Production Through Standard and AI-based Approaches: Challenges and Perspective” is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.
Download or read book Healing at the Speed of Sound Deluxe written by Don Campbell and published by Penguin. This book was released on 2011-09-29 with total page 227 pages. Available in PDF, EPUB and Kindle. Book excerpt: The bestselling author of The Mozart Effect taps cutting-edge science to show how we can use sound to improve our lives and achieve our goals. Based on over a decade of new research, Don Campbell, bestselling author of The Mozart Effect, and Alex Doman, an expert in the practical application of sound and listening, show how we can use music-and silence-to become more efficient, productive, relaxed, and healthy. Each chapter focuses on a single aspect of everyday life, providing advice, exercises, wide-ranging playlists, and links so readers can use the music they love to create the perfect soundtrack for any goal or task. Also included are "Sound Profiles" - brief stories showing how real people creatively tap the power of sound to improve their own and others' lives. With nearly one hundred active links to music, video and downloads in the book, the authors demonstrate how others use the inspiring force of music. But this enhanced e-book edition offers even more: exclusive audio and video directly from the authors (including hand-picked musical selections) that not only illustrate how concepts in the book have affected their lives but also help you apply those lessons to your daily routine. Combining the joy of music with the strength of science, Healing At The Speed of Sound™ will set you on the path to a full, rich and truly harmonious life.
Download or read book Popular Science written by and published by . This book was released on 1993 with total page 798 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Deep Learning Applications Volume 2 written by M. Arif Wani and published by Springer. This book was released on 2020-12-14 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents selected papers from the 18th IEEE International Conference on Machine Learning and Applications (IEEE ICMLA 2019). It focuses on deep learning networks and their application in domains such as healthcare, security and threat detection, fault diagnosis and accident analysis, and robotic control in industrial environments, and highlights novel ways of using deep neural networks to solve real-world problems. Also offering insights into deep learning architectures and algorithms, it is an essential reference guide for academic researchers, professionals, software engineers in industry, and innovative product developers.
