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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 7 of 7 1 Transfer learning from speech to music: towards language-sensitive emotion recognition models ... Gómez-Cañón, Juan Sebastián; Cano, Estefanía; Herrera, Perfecto. - : Zenodo, 2020 BASE Show details 2 Transfer learning from speech to music: towards language-sensitive emotion recognition models ... Gómez-Cañón, Juan Sebastián; Cano, Estefanía; Herrera, Perfecto; Gómez, Emilia. - : Zenodo, 2020 Abstract: In this study, we address emotion recognition using unsupervised feature learning from speech data, and test its transferability to music. Our approach is to pre-train models using speech in English and Mandarin, and then fine-tune them with excerpts of music labeled with categories of emotion. Our initial hypothesis is that features automatically learned from speech should be transferable to music. Namely, we expect the intra-linguistic setting (e.g., pre-training on speech in English and fine-tuning on music in English) should result in improved performance over the cross-linguistic setting (e.g., pre-training on speech in English and fine-tuning on music in Mandarin). Our results confirm previous research on cross-domain transferability, and encourage research towards language-sensitive Music Emotion Recognition (MER) models. ... Keyword: multi-task learning; music emotion recognition; sparse convolutional autoencoder; speech emotion recognition; unsupervised learning URL: https://zenodo.org/record/4076791 https://dx.doi.org/10.5281/zenodo.4076791 BASE Hide details 3 Factors In Human Recognition Of Timbre Lexicons Generated By Data Clustering ... Roma, Gerard; Xambó, Anna; Herrera, Perfecto. - : Zenodo, 2012 BASE Show details 4 Factors In Human Recognition Of Timbre Lexicons Generated By Data Clustering ... Roma, Gerard; Xambó, Anna; Herrera, Perfecto. - : Zenodo, 2012 BASE Show details 5 What/when causal expectation modelling applied to audio signals Hazan, Amaury; Marxer, Ricard; Brossier, Paul... In: Connection science. - Abingdon, Oxfordshire : Taylor & Francis 21 (2009) 2, 119-143 OLC Linguistik Show details 6 What/when causal expectation modelling applied to audio signals Hazan, Amaury; Marxer, Ricard; Brossier, Paul... In: Connection science. - Abingdon, Oxfordshire : Taylor & Francis 21 (2009) 2, 119-144 OLC Linguistik Show details 7 Chroma binary similarity and local alignment applied to cover song identification Serra, Xavier; Herrera, Perfecto; Serrà, Joan... In: Institute of Electrical and Electronics Engineers. IEEE transactions on audio, speech and language processing. - New York, NY : Inst. 16 (2008) 6, 1138-1151 BLLDB OLC Linguistik Show details

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