Music Retrieval Based On A Hummed Query
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Music Retrieval Based On A Hummed Query
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Author : Anthony Loughrey
language : en
Publisher:
Release Date : 2003
Music Retrieval Based On A Hummed Query written by Anthony Loughrey and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with categories.
A Query By Humming Approach To Music Retrieval
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Author : Javier Thaine
language : en
Publisher:
Release Date : 2007
A Query By Humming Approach To Music Retrieval written by Javier Thaine and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007 with Information and storage retrieval systems categories.
Query-by-Humming (QBH) is the problem of identifying songs that approximately contain a sequence of notes hummed, sung or whistled by a user. Its central challenges are: assembling a comprehensive, well-organized music collection appropriate to the task, transcribing the voice query into a sequence of note pitches and durations, and searching for that sequence in the music collection while allowing for user input errors, transcription errors, ornaments and variations. We introduce an algorithm that helps one organize a large MIDI file collection, a pitch tracking algorithm which focuses on accurately pinpointing the harmonics in a voice signal, and our adaptation of vantage object indexing, a melody matching technique due to Rainer Typke. Finally, we present the Musiseek search engine, an implementation of these algorithms. We describe the collection of query data by human subjects and its impact on evaluation and development. We conclude with directions for future research.
Music Retrieval Based On Melodic Similarity
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Author :
language : en
Publisher:
Release Date : 2007
Music Retrieval Based On Melodic Similarity written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007 with categories.
Music Retrieval
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Author : Nicola Orio
language : en
Publisher: Now Publishers Inc
Release Date : 2006
Music Retrieval written by Nicola Orio and has been published by Now Publishers Inc this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006 with Computers categories.
Music Accessing and Retrieval is the first comprehensive survey of the vast new field of Music Information Retrieval (MIR). It describes a number of issues which are peculiar to the language of music - including forms, formats, and dimensions of music - together with the typologies of users and their information needs. To fulfil these needs a number of approaches are discussed, from direct search to information filtering and clustering of music documents. The emphasis is on tools, techniques, and approaches for content-based MIR, rather than on the systems that implement them. The interested reader can, however, find descriptions of more than 35 systems for music retrieval with links to their Web sites. Music Accessing and Retrieval can be used as both a guide for beginners who are embarking on research in this relatively new area, and a useful reference for established researchers in this field.
Melody Retrieval On The Web
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Author : Wei Chai
language : en
Publisher:
Release Date : 2001
Melody Retrieval On The Web written by Wei Chai and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with categories.
Music Similarity And Retrieval
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Author : Peter Knees
language : en
Publisher: Springer
Release Date : 2016-05-28
Music Similarity And Retrieval written by Peter Knees and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-05-28 with Computers categories.
This book provides a summary of the manifold audio- and web-based approaches to music information retrieval (MIR) research. In contrast to other books dealing solely with music signal processing, it addresses additional cultural and listener-centric aspects and thus provides a more holistic view. Consequently, the text includes methods operating on features extracted directly from the audio signal, as well as methods operating on features extracted from contextual information, either the cultural context of music as represented on the web or the user and usage context of music. Following the prevalent document-centered paradigm of information retrieval, the book addresses models of music similarity that extract computational features to describe an entity that represents music on any level (e.g., song, album, or artist), and methods to calculate the similarity between them. While this perspective and the representations discussed cannot describe all musical dimensions, they enable us to effectively find music of similar qualities by providing abstract summarizations of musical artifacts from different modalities. The text at hand provides a comprehensive and accessible introduction to the topics of music search, retrieval, and recommendation from an academic perspective. It will not only allow those new to the field to quickly access MIR from an information retrieval point of view but also raise awareness for the developments of the music domain within the greater IR community. In this regard, Part I deals with content-based MIR, in particular the extraction of features from the music signal and similarity calculation for content-based retrieval. Part II subsequently addresses MIR methods that make use of the digitally accessible cultural context of music. Part III addresses methods of collaborative filtering and user-aware and multi-modal retrieval, while Part IV explores current and future applications of music retrieval and recommendation.>
Understanding Information Retrieval Systems
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Author : Marcia J. Bates
language : en
Publisher: CRC Press
Release Date : 2011-12-20
Understanding Information Retrieval Systems written by Marcia J. Bates and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-12-20 with Business & Economics categories.
In order to be effective for their users, information retrieval (IR) systems should be adapted to the specific needs of particular environments. The huge and growing array of types of information retrieval systems in use today is on display in Understanding Information Retrieval Systems: Management, Types, and Standards, which addresses over 20 typ
Multimedia Information Retrieval
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Author : Stefan Rueger
language : en
Publisher: Springer Nature
Release Date : 2022-05-31
Multimedia Information Retrieval written by Stefan Rueger and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-31 with Computers categories.
At its very core multimedia information retrieval means the process of searching for and finding multimedia documents; the corresponding research field is concerned with building the best possible multimedia search engines. The intriguing bit here is that the query itself can be a multimedia excerpt: For example, when you walk around in an unknown place and stumble across an interesting landmark, would it not be great if you could just take a picture with your mobile phone and send it to a service that finds a similar picture in a database and tells you more about the building -- and about its significance, for that matter? This book goes further by examining the full matrix of a variety of query modes versus document types. How do you retrieve a music piece by humming? What if you want to find news video clips on forest fires using a still image? The text discusses underlying techniques and common approaches to facilitate multimedia search engines from metadata driven retrieval, via piggy-back text retrieval where automated processes create text surrogates for multimedia, automated image annotation and content-based retrieval. The latter is studied in great depth looking at features and distances, and how to effectively combine them for efficient retrieval, to a point where the readers have the ingredients and recipe in their hands for building their own multimedia search engines. Supporting users in their resource discovery mission when hunting for multimedia material is not a technological indexing problem alone. We look at interactive ways of engaging with repositories through browsing and relevance feedback, roping in geographical context, and providing visual summaries for videos. The book concludes with an overview of state-of-the-art research projects in the area of multimedia information retrieval, which gives an indication of the research and development trends and, thereby, a glimpse of the future world. Table of Contents: What is Multimedia Information Retrieval? / Basic Multimedia Search Technologies / Content-based Retrieval in Depth / Added Services / Multimedia Information Retrieval Research / Summary
Advances In Computational Vision And Robotics
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Author : George A. Tsihrintzis
language : en
Publisher: Springer Nature
Release Date : 2023-11-13
Advances In Computational Vision And Robotics written by George A. Tsihrintzis and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-11-13 with Technology & Engineering categories.
Advances in Computational Vision and Robotics contains research papers from diverse field of engineering, computer science, social and bio-medical science. This book contains various research articles from the following domain: i. Pattern recognition and Robotic Vision. ii. Artificial Intelligence and Deep Learning application. iii. Big Data Application in Robotics. iv. Deep Learning and Neural Network. Authors from the area of Particle Swarm Optimization, Defect Detection, Gesture Information Collection, Image Processing and Remote Sensing, Melody Recognition, Convolution Neural Network and Satellite Image processing etc. have contributed their research outcomes.
Intelligent Music Information Systems Tools And Methodologies
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Author : Shen, Jialie
language : en
Publisher: IGI Global
Release Date : 2007-08-31
Intelligent Music Information Systems Tools And Methodologies written by Shen, Jialie and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-08-31 with Technology & Engineering categories.
Modern technology and the development of user-centric applications have grown to encompass many of our everyday routines and interests. Such advances in music data management and information retrieval techniques have crossed the boundaries of expertise from researchers to developers to professionals in the music industry. Intelligent Music Information Systems: Tools and Methodologies provides comprehensive description and analysis into the use of music information retrieval from the data management perspective, and thus provides libraries in academic, commercial, and other settings with a complete reference for multimedia system applications.