Computer vision for music identification

• Published in: 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) Vol. 1; pp. 597 - 604 vol. 1
• Main Authors: Yan Ke, Hoiem, D., Sukthankar, R.
• Format: Conference Proceeding
• Language: English
• Published: IEEE 2005
• Subjects: Boosting; Computer vision; Image retrieval; Indexing; Music information retrieval; Phase noise; Signal processing; Solid modeling; Spectrogram

We describe how certain tasks in the audio domain can be effectively addressed using computer vision approaches. This paper focuses on the problem of music identification, where the goal is to reliably identify a song given a few seconds of noisy audio. Our approach treats the spectrogram of each mu...