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Timbre analysis of music audio signals with convolutional neural networks

Pons Puig, Jordi; Slizovskaia, Olga; Gómez Gutiérrez, Emilia, 1975-; Serra, Xavier (European Association for Signal Processing (EURASIP), 2017)
Designing efficient architectures for modeling temporal features with convolutional neural networks

Pons Puig, Jordi; Serra, Xavier (Institute of Electrical and Electronics Engineers (IEEE), 2017)
Score-informed syllable segmentation for a cappella singing voice with convolutional neural networks

Pons Puig, Jordi; Gong, Rong; Serra, Xavier (International Society for Music Information Retrieval (ISMIR), 2017)
Audio to score matching by combining phonetic and duration information

Gong, Rong; Pons Puig, Jordi; Serra, Xavier (International Society for Music Information Retrieval (ISMIR), 2017)
Freesound datasets: a platform for the creation of open audio datasets

Fonseca, Eduardo; Pons Puig, Jordi; Favory, Xavier; Font Corbera, Frederic; Bogdanov, Dmitry; Ferraro, Andrés; Oramas, Sergio; Porter, Alastair; Serra, Xavier (International Society for Music Information Retrieval (ISMIR), 2017)
End-to-end learning for music audio tagging at scale

Pons Puig, Jordi; Nieto Caballero, Oriol; Prockup, Matthew; Schmidt, Erik M.; Ehmann, Andreas F.; Serra, Xavier (2017)