Dawn of the Transformer Era in Speech Emotion Recognition : Closing the Valence Gap
Recent advances in transformer-based architectures have shown promise in several machine learning tasks. In the audio domain, such architectures have been successfully utilised in the field of speech emotion recognition (SER). However, existing works have not evaluated the influence of model size an...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 9 vom: 29. Sept., Seite 10745-10759
|
|---|
| 1. Verfasser: |
Wagner, Johannes
(VerfasserIn) |
|---|
| Weitere Verfasser: |
Triantafyllopoulos, Andreas,
Wierstorf, Hagen,
Schmitt, Maximilian,
Burkhardt, Felix,
Eyben, Florian,
Schuller, Bjorn W |
|---|
| Format: | Online-Aufsatz
|
|---|
| Sprache: | English |
|---|
| Veröffentlicht: |
2023
|
|---|
| Zugriff auf das übergeordnete Werk: | IEEE transactions on pattern analysis and machine intelligence
|
|---|
| Schlagworte: | Journal Article
Research Support, Non-U.S. Gov't |
|---|