TY  - CHAP
U1  - Konferenzveröffentlichung
A1  - Arnold, Denis
A1  - Wagner, Petra
A1  - Baayen, R. Harald
ED  - Bimbot, F.
ED  - Cerisara, C.
ED  - Fougeron, C.
ED  - Gravier, G.
ED  - Lamel, L.
ED  - Pellegrino, F.
ED  - Perrier, P.
T1  - Using generalized additive models and random forests to model prosodic prominence in German
T2  - 14th Annual Conference of the International Speech Communication Association (INTERSPEECH 2013), Lyon, France, 25-29 August 2013
N2  - The perception of prosodic prominence is influenced by different sources like different acoustic cues, linguistic expectations and context. We use a generalized additive model and a random forest to model the perceived prominence on a corpus of spoken German. Both models are able to explain over 80% of the variance. While the random forests give us some insights on the relative importance of the cues, the general additive model gives us insights on the interaction between different cues to prominence.
KW  - Prosodie
KW  - prosody
KW  - prominence
KW  - gam
KW  - random forests
Y1  - 2013
U6  - https://nbn-resolving.org/urn:nbn:de:bsz:mh39-59553
UN  - https://nbn-resolving.org/urn:nbn:de:bsz:mh39-59553
UR  - http://www.isca-speech.org/archive/archive_papers/interspeech_2013/i13_0272.pdf
SN  - 2308-457X
SS  - 2308-457X
SN  - 978-1-62993-443-3
SB  - 978-1-62993-443-3
SP  - 272
EP  - 276
PB  - International Speech Communications Association
ER  -