I. INTRODUCTION

II. DEFINITIONS, TAXONOMY AND PREVIOUS REVIEWS

III. MULTIMODAL MUSIC PROCESSING TASKS

IV. DATA PRE-PROCESSING

V. FEATURE EXTRACTION IN MULTIMODAL APPROACHES

VI. CONVERSION TO COMMON SPACE

VII. INFORMATION FUSION APPROACHES

VIII. FUTURE DIRECTIONS