Huanhuan Lu
ABSTRACT
iDVT (interactive Digital Violin Tutor) is a violin learning system exploiting physical and virtual resources and interactivity. It aims at providing the user with new effective learning experience. This demonstration paper briefly describes the structure of the system and the underlying audio-visual processing techniques employed in the system.
- C. Burges. A Tutorial on Support Vector Machines for Pattern Recognition. Data Mining and Knowledge Discovery, 2(2):121--167, 1998. Google Scholar
Digital Library
- N. Collins. A comparison of sound onset detection algorithms with emphasis on psycho-acoustically motivated detection functions. In Proceedings of AES118 Convention, 2005.Google Scholar
- B. Logan. Mel Frequency Cepstral Coefficients for Music Modeling. International Symposium on Music Information Retrieval, 28, 2000.Google Scholar
- Y. Wang, B. Zhang, and O. Schleusing. Educational violin transcription by fusing multimedia streams. Proceedings of the international workshop on Educational multimedia and multimedia education, pages 57--66, 2007. Google ScholarDigital Library
Index Terms
- iDVT: an interactive digital violin tutoring system based on audio-visual fusion
Recommendations
Educational violin transcription by fusing multimedia streams
Emme '07: Proceedings of the international workshop on Educational multimedia and multimedia educationComputer-assisted violin tutoring requires accurate violin transcription. For pitched non-percussive (PNP) sounds such as from the violin, note segmentation is a much more difficult task than pitch detection. This issue is accentuated when the audio is ...
Melody Extraction and Musical Onset Detection via Probabilistic Models of Framewise STFT Peak Data
We propose a probabilistic method for the joint segmentation and melody extraction for musical audio signals which arise from a monophonic score. The method operates on framewise short-time Fourier transform (STFT) peaks, enabling a computationally ...
Event based transcription system for polyphonic piano music
Music transcription consists in transforming the musical content of audio data into a symbolic representation. The objective of this study is to investigate a transcription system for polyphonic piano, triggered by events corresponding to the played ...
Comments