Search Results for author: Uwe Reichel

Found 6 papers, 0 papers with code

Probing Speech Emotion Recognition Transformers for Linguistic Knowledge

no code implementations1 Apr 2022 Andreas Triantafyllopoulos, Johannes Wagner, Hagen Wierstorf, Maximilian Schmitt, Uwe Reichel, Florian Eyben, Felix Burkhardt, Björn W. Schuller

Large, pre-trained neural networks consisting of self-attention layers (transformers) have recently achieved state-of-the-art results on several speech emotion recognition (SER) datasets.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +2

Multistage linguistic conditioning of convolutional layers for speech emotion recognition

no code implementations13 Oct 2021 Andreas Triantafyllopoulos, Uwe Reichel, Shuo Liu, Stephan Huber, Florian Eyben, Björn W. Schuller

In this contribution, we investigate the effectiveness of deep fusion of text and audio features for categorical and dimensional speech emotion recognition (SER).

Speech Emotion Recognition

Detection of Reading Absorption in User-Generated Book Reviews: Resources Creation and Evaluation

no code implementations LREC 2020 Piroska Lendvai, S{\'a}ndor Dar{\'a}nyi, Christian Geng, Moniek Kuijpers, Oier Lopez de Lacalle, Jean-Christophe Mensonides, Simone Rebora, Uwe Reichel

To detect how and when readers are experiencing engagement with a literary work, we bring together empirical literary studies and language technology via focusing on the affective state of absorption.

Binary Classification Sentence +2

BAS Speech Science Web Services - an Update of Current Developments

no code implementations LREC 2016 Thomas Kisler, Uwe Reichel, Florian Schiel, Christoph Draxler, Bernhard Jackl, Nina P{\"o}rner

In 2012 the Bavarian Archive for Speech Signals started providing some of its tools from the field of spoken language in the form of Software as a Service (SaaS).

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