30.08.2024
MCML at Interspeech 2024
Nine Accepted Papers
25th Annual Conference of the International Speech Communication Association, Kos Island, Greece, Sep 01-05, 2024
We are happy to announce that MCML researchers have contributed a total of 9 papers to Interspeech 2024. Congrats to our researchers!
Main Track (9 papers)
S. Amiriparian • F. Packań • M. Gerczuk • B. W. Schuller
ExHuBERT: Enhancing HuBERT Through Block Extension and Fine-Tuning on 37 Emotion Datasets.
Interspeech 2024 - 25th Annual Conference of the International Speech Communication Association. Kos Island, Greece, Sep 01-05, 2024. DOI
ExHuBERT: Enhancing HuBERT Through Block Extension and Fine-Tuning on 37 Emotion Datasets.
Interspeech 2024 - 25th Annual Conference of the International Speech Communication Association. Kos Island, Greece, Sep 01-05, 2024. DOI
L. Christ • S. Amiriparian • F. Hawighorst • A.-K. Schill • A. Boutalikakis • L. Graf-Vlachy • A. König • B. W. Schuller
This Paper Had the Smartest Reviewers -- Flattery Detection Utilising an Audio-Textual Transformer-Based Approach.
Interspeech 2024 - 25th Annual Conference of the International Speech Communication Association. Kos Island, Greece, Sep 01-05, 2024. DOI
This Paper Had the Smartest Reviewers -- Flattery Detection Utilising an Audio-Textual Transformer-Based Approach.
Interspeech 2024 - 25th Annual Conference of the International Speech Communication Association. Kos Island, Greece, Sep 01-05, 2024. DOI
M. Gerczuk • S. Amiriparian • J. Lutz • W. Strube • I. Papazova • A. Hasan • B. W. Schuller
Exploring Gender-Specific Speech Patterns in Automatic Suicide Risk Assessment.
Interspeech 2024 - 25th Annual Conference of the International Speech Communication Association. Kos Island, Greece, Sep 01-05, 2024. DOI
Exploring Gender-Specific Speech Patterns in Automatic Suicide Risk Assessment.
Interspeech 2024 - 25th Annual Conference of the International Speech Communication Association. Kos Island, Greece, Sep 01-05, 2024. DOI
A. Kathan • M. Bürger • A. Triantafyllopoulos • S. Milkus • R. Musil • B. W. Schuller • S. Amiriparian
Real-world PTSD Recognition: A Cross-corpus and Cross-linguistic Evaluation.
Interspeech 2024 - 25th Annual Conference of the International Speech Communication Association. Kos Island, Greece, Sep 01-05, 2024. DOI
Real-world PTSD Recognition: A Cross-corpus and Cross-linguistic Evaluation.
Interspeech 2024 - 25th Annual Conference of the International Speech Communication Association. Kos Island, Greece, Sep 01-05, 2024. DOI
S. Kalabakov • M. Gonzalez-Machorro • F. Eyben • B. W. Schuller • B. Arnrich
A Comparative Analysis of Federated Learning for Speech-Based Cognitive Decline Detection.
Interspeech 2024 - 25th Annual Conference of the International Speech Communication Association. Kos Island, Greece, Sep 01-05, 2024. PDF
A Comparative Analysis of Federated Learning for Speech-Based Cognitive Decline Detection.
Interspeech 2024 - 25th Annual Conference of the International Speech Communication Association. Kos Island, Greece, Sep 01-05, 2024. PDF
O. Schrüfer • M. Milling • F. Burkhardt • F. Eyben • B. W. Schuller
Are you sure? Analysing Uncertainty Quantification Approaches for Real-world Speech Emotion Recognition.
Interspeech 2024 - 25th Annual Conference of the International Speech Communication Association. Kos Island, Greece, Sep 01-05, 2024. PDF
Are you sure? Analysing Uncertainty Quantification Approaches for Real-world Speech Emotion Recognition.
Interspeech 2024 - 25th Annual Conference of the International Speech Communication Association. Kos Island, Greece, Sep 01-05, 2024. PDF
A. Spiesberger • A. Triantafyllopoulos • A. Kathan • A. Semertzidou • C. Gawrilow • T. Reinelt • W. Rauch • B. W. Schuller
'So... my child...' -- How Child ADHD Influences the Way Parents Talk.
Interspeech 2024 - 25th Annual Conference of the International Speech Communication Association. Kos Island, Greece, Sep 01-05, 2024. PDF
'So... my child...' -- How Child ADHD Influences the Way Parents Talk.
Interspeech 2024 - 25th Annual Conference of the International Speech Communication Association. Kos Island, Greece, Sep 01-05, 2024. PDF
A. Triantafyllopoulos • A. Batliner • S. Rampp • M. Milling • B. W. Schuller
INTERSPEECH 2009 Emotion Challenge Revisited: Benchmarking 15 Years of Progress in Speech Emotion Recognition.
Interspeech 2024 - 25th Annual Conference of the International Speech Communication Association. Kos Island, Greece, Sep 01-05, 2024. DOI
INTERSPEECH 2009 Emotion Challenge Revisited: Benchmarking 15 Years of Progress in Speech Emotion Recognition.
Interspeech 2024 - 25th Annual Conference of the International Speech Communication Association. Kos Island, Greece, Sep 01-05, 2024. DOI
A. Triantafyllopoulos • B. W. Schuller
Enrolment-based personalisation for improving individual-level fairness in speech emotion recognition.
Interspeech 2024 - 25th Annual Conference of the International Speech Communication Association. Kos Island, Greece, Sep 01-05, 2024. PDF
Enrolment-based personalisation for improving individual-level fairness in speech emotion recognition.
Interspeech 2024 - 25th Annual Conference of the International Speech Communication Association. Kos Island, Greece, Sep 01-05, 2024. PDF
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Honorable Mention at GCPR 2026
A GCPR 2026 paper co-authored by MCML Director Daniel Cremers and MCML PI Riccardo Marin received an Honorable Mention.
