Careful Whisper -- leveraging advances in automatic speech recognition for robust and interpretable aphasia subtype classification

no code implementations • 2 Aug 2023 • Laurin Wagner, Mario Zusag, Theresa Bloder

This paper presents a fully automated approach for identifying speech anomalies from voice recordings to aid in the assessment of speech impairments.

Automatic Speech Recognition Decoder +2

The Group Loss++: A deeper look into group loss for deep metric learning

no code implementations • 4 Apr 2022 • Ismail Elezi, Jenny Seidenschwarz, Laurin Wagner, Sebastiano Vascon, Alessandro Torcinovich, Marcello Pelillo, Laura Leal-Taixe

Deep metric learning has yielded impressive results in tasks such as clustering and image retrieval by leveraging neural networks to obtain highly discriminative feature embeddings, which can be used to group samples into different classes.

Clustering Image Retrieval +3