| 339 | -- | 343 | Perfecto Herrera-Boyer, Fabien Gouyon. MIRrors: Music Information Research reflects on its future - Special issue foreword |
| 345 | -- | 369 | Julián Urbano, Markus Schedl, Xavier Serra. Evaluation in Music Information Retrieval |
| 371 | -- | 406 | Bob L. Sturm. Classification accuracy is not enough - On the evaluation of music genre recognition systems |
| 407 | -- | 434 | Emmanouil Benetos, Simon Dixon, Dimitrios Giannoulis, Holger Kirchhoff, Anssi Klapuri. Automatic music transcription: challenges and future directions |
| 435 | -- | 459 | Kevin R. Page, Benjamin Fields, David De Roure, Tim Crawford, J. Stephen Downie. Capturing the workflows of music information retrieval for repeatability and reuse |
| 461 | -- | 481 | Eric J. Humphrey, Juan Pablo Bello, Yann LeCun. Feature learning and deep architectures: new directions for music informatics |
| 483 | -- | 497 | Jean-Julien Aucouturier, Emmanuel Bigand. Seven problems that keep MIR from attracting the interest of cognition and neuroscience |
| 499 | -- | 521 | Jin Ha Lee, Sally Jo Cunningham. Toward an understanding of the history and impact of user studies in music information retrieval |
| 523 | -- | 539 | Markus Schedl, Arthur Flexer, Julián Urbano. The neglected user in music information retrieval research |