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Peter Grosche
Max-Planck-Institut für Informatik
Department 4: Computer Graphics
Building E1.7, Room 1.15
Campus E1.7
66123 Saarbrücken,
Germany
Email:
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Phone: +49 681 302 70 745
- Digital signal processing (DSP) and Music Information Retrieval (MIR)
- Music Analysis and Synthesis
- Tempo estimation and beat tracking
- Music transcription and music segmentation
- Content-based retrieval and indexing techniques
- Available now: Tempogram Toolbox
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Peter Grosche, Meinard Müller (2012):
Toward characteristic audio shingles for efficient cross-version music retrieval.
Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Kyoto, Japan, 2012.
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Peter Grosche, Meinard Müller (2012):
Toward musically-motivated audio fingerprints.
Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Kyoto, Japan, 2012.
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Joan Serrà, Meinard Müller, Peter Grosche, and Josep Lluis Arcos (2012):
Unsupervised detection of music boundaries by time series structure features.
Proc. AAAI International Conference on Artificial Intelligence, Toronto, Canada, 2012.
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Peter Grosche, Björn Schuller, Meinard Müller, Gerhard Rigoll (2012):
Automatic Transcription of Recorded Music.
Acta Acustica united with Acustica, Volume 98, Number 2, 2012.
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Peter Grosche, Meinard Müller (2011):
Extracting Predominant Local Pulse Information from Music Recordings.
IEEE Transactions on Audio, Speech, and Language Processing, Volume 19, Issue 6, 2011.
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Meinard Müller, Peter Grosche, Nanzhu Jiang (2011):
A Segment-based Fitness Measure for Capturing Repetitive Structures of Music Recordings.
Proc. 12th International Society for Music Information Retrieval Conference (ISMIR), Miami, USA, 2011.
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Hendrik Schreiber, Peter Grosche, Meinard Müller (2011):
A Re-ordering Strategy for Accelerating Index-Based Audio Fingerprinting.
Proc. 12th International Society for Music Information Retrieval Conference (ISMIR), Miami, USA, 2011.
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Nanzhu Jiang, Peter Grosche, Verena Konz, Meinard Müller (2011):
Analyzing Chroma Feature Types for Automated Chord Recognition.
Proc. 42nd Audio Engineering Society Conference, Ilmenau, Germany, 2011.
- Peter Grosche, Meinard Müller (2011):
Tempogram Toolbox: MATLAB Implementations for Tempo and Pulse Analysis of Music Recordings.
Proc. 12th International Society for Music Information Retrieval Conference (ISMIR), Miami, USA, late-breaking contribution, 2011.
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Peter Grosche, Meinard Müller, Craig Stuart Sapp (2010):
What makes beat tracking difficult? A case study on Chopin Mazurkas.
Proc. 11th International Society for Music Information Retrieval Conference (ISMIR), Utrecht, Netherlands, 2010.
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Peter Grosche, Meinard Müller, Frank Kurth (2010):
Cyclic Tempogram - A Mid-level Tempo Representation for Music Signals.
Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Dallas, USA, 2010.
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Meinard Müller, Peter Grosche, Frans Wiering (2010):
Automated Analysis of Performance Variations in Folk Song Recordings.
Proc. ACM International Conference on Multimedia Information Retrieval (MIR), Philadelphia, USA, 2010.
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Peter Grosche, Meinard Müller (2009):
A Mid-level Representation for Capturing Dominant Tempo and Pulse Information in Music Recordings.
Proc. 10th International Society for Music Information Retrieval Conference (ISMIR), Kobe, Japan, 2009.
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Meinard Müller, Peter Grosche, Frans Wiering (2009):
Robust Segmentation and Annotation of Folk Song Recordings.
Proc. 10th International Society for Music Information Retrieval Conference (ISMIR), Kobe, Japan, 2009.
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Peter Grosche, Meinard Müller (2009):
Computing Predominant Local Periodicity Information in Music Recordings.
Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), New Paltz, NY, 2009.
- Sebastian Ewert, Meinard Müller, Peter Grosche (2009):
High Resolution Audio Synchronization Using Chroma Onset Features.
Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Taipei, Taiwan, 2009.
Lectures and Seminars:
- Proseminar: Multimedia Information Retrieval, Summer Term 2011.
Supervised topics: Content-based Audio Retrieval
- Advanced Seminar: Music Processing, Winter Term 2010/2011.
Supervised topics: Music Structure Analysis, Non-negative Matrix Factorization (NMF), Harmonic-Percussive Source Separation (HPSS)
- Lecture assistant: Music Processing, Summer Term 2010
- Advanced Seminar: Music Processing, Winter Term 2009/2010.
Supervised topics: Music Structure Analysis, Beat Tracking, Onset Detection
- Lecture assistant: Music Processing, Summer Term 2009
- Advanced Seminar: Music Information Retrieval, Winter Term 2008/2009.
Supervised topics: Music Segmentation, Beat Tracking, Multipitch (F0) Estimation
Co-supervised Theses:
- Thomas Prätzlich (2012)
A Cross-Version Approach for Novelty Detection in Music Recordings.
Master Thesis, Saarland University and MPI Informatik, 2012.
- Jonathan Driedger (2011)
Time-Scale Modification Algorithms for Music Audio Signals.
Master Thesis, Saarland University and MPI Informatik, 2011.
- Zhe Zuo (2011)
Towards Automated Segmentation of Repetitive Music Recordings.
Master Thesis, Saarland University and MPI Informatik, 2011.
- Philipp von Styp-Rekowsky (2011)
Towards Time-Adaptive Feature Design in Music Signal Processing.
Master Thesis, Saarland University and MPI Informatik, 2011.
- Nanzhu Jiang (2011)
An Analysis of Automatic Chord Recognition Procedures for Music Recordings.
Master Thesis, Saarland University and MPI Informatik, 2011.
- Radu Curticapean (2009)
Clustering-based Audio Segmentation with Applications to Music Structure Analysis.
Bachelor Thesis, Saarland University and MPI Informatik, 2009.
- Andi Scharfstein (2009)
Determining Tempo Characteristics of Expressive Music Recordings: An Algorithmic Approach.
Master Thesis, Saarland University and MPI Informatik, 2009.
- Tempogram Toolbox: MATLAB implementations for extracting various types of recently proposed tempo and pulse related audio representations.
- Saarland Music Data (SMD): A collection of audio recordings of Western classical music as well as synchronized audio/MIDI pairs of various piano pieces.
