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Information retrieval for music and motion
- Meinard Müller
- Computer Science
- 26 September 2007
Analysis and Retrieval Techniques for Music Data, SyncPlayer: An Advanced Audio Player, and Relational Features and Adaptive Segmentation.
Documentation Mocap Database HDM05
The objective of the motion capture database HDM05 is to supply free motion capture data for research purposes and to provide several MATLAB tools comprising a parser for ASF/AMC and C3D as well as visualization, renaming and cutting tools, which are described in Sect.
Fundamentals of Music Processing: Audio, Analysis, Algorithms, Applications
- Meinard Müller
- 27 July 2015
This textbook provides both profound technological knowledge and a comprehensive treatment of essential topics in music processing and music information retrieval, offering detailed technological insights as well as a deep understanding of music processing applications.
Motion templates for automatic classification and retrieval of motion capture data
New methods for automatic classification and retrieval of motion capture data facilitating the identification of logically related motions scattered in some database are presented, and the concept of motion templates (MTs) are introduced, by which the essence of an entire class of logicallyrelated motions can be captured in an explicit and semantically interpretable matrix representation.
Efficient content-based retrieval of motion capture data
This paper introduces various kinds of qualitative features describing geometric relations between specified body points of a pose and shows how these features induce a time segmentation of motion capture data streams, and adopts efficient indexing methods allowing for flexible and efficient content-based retrieval and browsing in huge motion capture databases.
Audio Matching via Chroma-Based Statistical Features
An efficient method for audio matching which performs effectively for a wide range of classical music is described, and a new type of chroma-based audio feature is introduced that strongly correlates to the harmonic progression of the audio signal.
A data-driven approach for real-time full body pose reconstruction from a depth camera
- A. Baak, Meinard Müller, Gaurav Bharaj, H. Seidel, C. Theobalt
- Computer ScienceInternational Conference on Computer Vision
- 6 November 2011
A variant of Dijkstra's algorithm to efficiently extract pose features from the depth data and a novel late-fusion scheme based on an efficiently computable sparse Hausdorff distance to combine local and global pose estimates are introduced.
Signal Processing for Music Analysis
- Meinard Müller, D. Ellis, A. Klapuri, G. Richard
- Computer ScienceIEEE Journal of Selected Topics in Signal…
- 4 February 2011
It is demonstrated that, to be successful, music audio signal processing techniques must be informed by a deep and thorough insight into the nature of music itself.
Audio-based Music Structure Analysis
This paper gives an overview of state-of-theart methods for computational music structure analysis, where the general goal is to divide an audio recording into temporal segments corresponding to musical parts and to group these segments into musically meaningful categories.