| Reference | Year | Acoustic features | Emotion space | | Method | Number | Catalog | Type A: rhythm; B: pitch; C: timbre; D: other | |
| [25] | 2012 | 70 | A()B()C() | A: dynamic (); B: tonal (); C: spectral (), timbre (). | Russell | Perceived | GMM |
| [26] | 2012 | 11 | A() | A: rhythm (). | Thayer | Perceived | C5 |
| [27] | 2012 | 20 | A()B()C() | A: rhythm (), intensity (); B: pitch and tonality (), harmony (); C: timbre (). | VA-Resonance | Perceived | KNN |
| [28] | 2012 | 60 | C() | C: timbre (). | Thayer | Felt | C4 |
| [29] | 2012 | 9 | A()B() | A: dynamics (), onset frequency (), tempo (), meter (), rhythmic regularity (), syncopation (); B: harmony (), pitch height (), melodic expectation (). | T | Perceived | MPW |
| [30] | 2012 | 16 | A()B() | A: dynamic (), crescendo (), density (), speed (), tempo (), articulation (); B: direction (), surprise (), tendency (), mode (), dissonance (), harmonic surprise (), harmonic tempo (), high pitch (), low pitch (), closure (). | D11 | Perceived | Regression |
| [31] | 2011 | 46 | A()B()C()D() | A: temporal (), rhythmic (); B: melody/harmony (); C: spectral (); D: lyrics (). | Russell | Perceived | Regression |
| [32] | 2011 | 4 | A()B() | A:tempo (), dynamics (); B: register (), contour (). | T | Perceived | ANOVA |
| [33] | 2011 | 32 | C() | C: spectral contrast and MFCCs (), echo nest timbre (). | Russell | Perceived | CRF |
| [34] | 2010 | 292 | A()B()C()D() | A: rhythm (); B: chords (); C: spectral (); D: lyrics (), metadata (). | Thayer | Perceived | SVM |
| [35] | 2009 | 13 | A()B()C() | A: dynamics (), tempo (); B: mean pitch (), pitch variation (), texture (); C: timbre (). | Russell | Felt | NN |
| [36] | 2009 | 18 | A()B()C() | A: dynamics (), rhythm (), articulation (); B: harmony (), register (); C: timbre (). | VAT | Perceived | Regression |
| [37] | 2008 | 29 | B(M)C(M)D(F) | B: pitch (many); C: timbre (many); D: other (few). | Russell | Perceived | SVM |
| [38] | 2008 | 9 | A()B()D() | A: temporal surface (), dynamics (); B: register (), tonality (); D: other (). | VA-Strength | Perceived | Regression |
| [39] | 2008 | 15 | A()B()C() | A: loudness (), volume (); B: tonal dissonance (), pure tonal (), complex tonal (), multiplicity (), tonality (), chord (); C: spectral centroid (), sharpness (), timbral width (), spectral dissonance (). | Thayer | Perceived | Regression |
| [40] | 2007 | 1 | B() | B: pitch (). | T | Perceived | Regression |
| [41] | 2006 | 15 | A()B() | A: loudness (), duration (); B: pitch (). | Thayer | Perceived | Fuzzy |
| [42] | 2006 | 18 | A()B()C() | A: dynamics (), tempo (); B: mean pitch (), pitch variation (), harmony (), texture (); C: timbre (). | Russell | Perceived | Regression |
| [43] | 2007 | 8 | A()B()C() | A: tempo (), loudness (), articulation (); B: roughness (), melody (), ambitus (), register (); C: brightness (). | VA-Interest | Perceived | Regression |
| [44] | 2005 | 4 | B() | B: pitch (stability, proximity, direction, mobility). | T | Perceived | Formula |
| [45] | 2004 | 6 | A()B() | A: loudness (), spectral centroid (), tempo (); B: melodic (), contour (), texture (). | Russell | Perceived | Regression |
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