Designing and Evaluating Speech Emotion Recognition Systems: A reality check case study with IEMOCAP

no code implementations • 3 Apr 2023 • Nikolaos Antoniou, Athanasios Katsamanis, Theodoros Giannakopoulos, Shrikanth Narayanan

There is an imminent need for guidelines and standard test sets to allow direct and fair comparisons of speech emotion recognition (SER).

Speech Emotion Recognition

Alternating Objectives Generates Stronger PGD-Based Adversarial Attacks

no code implementations • 15 Dec 2022 • Nikolaos Antoniou, Efthymios Georgiou, Alexandros Potamianos

Designing powerful adversarial attacks is of paramount importance for the evaluation of $\ell_p$-bounded adversarial defenses.

Adversarial Attack