Research in the field of content-based audio and music analysis

Content-based audio and music analysis:

Main sources of literature:

IEEE transaction on speech and audio processing;

IEEE transaction on Pattern Analysis and machine intelligence (PAMI );

IEEE transaction on multimedia;

IEEE transaction on signal processing;

IEEE International Conference on acoustics, speech and signal processing (icassp );

IEEE International Conference on multimedia and Expo (ICME );

International Symposium on musical Information Retrieval (Ismir );

 

Automatic music Data Classification

1. Automatic Classification of different music types

2. Automatic Content-based instrument classification

3. Automatic Identification of singers

 

Content-based audio stream Segmentation

1. Speaker Segmentation

2. Speech/music data stream Segmentation

 

Automatic Content-Based Audio Data Retrieval

1. Tracing Retrieval

2. Emotion search