Unified inter- and intra-recording duration model for multiple music audio alignment
Akira Maezawa, Katsutoshi Itoyama, Kazuyoshi Yoshii, Hiroshi G. Okuno · 2015
This paper presents a probabilistic audio-to-audio alignment method that focuses on the relationship among the note durations of different performances of a piece of music. A key issue in probabilistic audio alignment methods is in expressing how interrelated are the durations of notes in the underlying piece of music. Existing studies focus either on the duration of adjacent notes within a recording (intra-recording duration model), or the duration of a given note across different recordings (inter-recording duration model). This paper unifies these approaches through a simple modification to them. Furthermore, the paper extends the unified model, allowing the dynamics of the note duration to change sporadically. Experimental evaluation demonstrated that the proposed models decrease the alignment error.