| Dawn of the transformer era in speech emotion recognition: closing the valence gap J Wagner, A Triantafyllopoulos, H Wierstorf, M Schmitt, F Burkhardt, ... IEEE Transactions on Pattern Analysis and Machine Intelligence 45 (9), 10745 …, 2023 | 331 | 2023 |
| A review of automatic recognition technology for bird vocalizations in the deep learning era J Xie, Y Zhong, J Zhang, S Liu, C Ding, A Triantafyllopoulos Ecological Informatics 73, 101927, 2023 | 73 | 2023 |
| Towards robust speech emotion recognition using deep residual networks for speech enhancement A Triantafyllopoulos, G Keren, J Wagner, I Steiner, B Schuller | 69 | 2019 |
| An overview of affective speech synthesis and conversion in the deep learning era A Triantafyllopoulos, BW Schuller, G İymen, M Sezgin, X He, Z Yang, ... Proceedings of the IEEE 111 (10), 1355-1381, 2023 | 66 | 2023 |
| Deep speaker conditioning for speech emotion recognition A Triantafyllopoulos, S Liu, BW Schuller 2021 IEEE international conference on multimedia and expo (ICME), 1-6, 2021 | 44 | 2021 |
| An evaluation of speech-based recognition of emotional and physiological markers of stress A Baird, A Triantafyllopoulos, S Zänkert, S Ottl, L Christ, L Stappen, ... Frontiers in Computer Science 3, 750284, 2021 | 39 | 2021 |
| Probing speech emotion recognition transformers for linguistic knowledge A Triantafyllopoulos, J Wagner, H Wierstorf, M Schmitt, U Reichel, ... arXiv preprint arXiv:2204.00400, 2022 | 29 | 2022 |
| The role of task and acoustic similarity in audio transfer learning: Insights from the speech emotion recognition case A Triantafyllopoulos, BW Schuller ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 26 | 2021 |
| Personalised depression forecasting using mobile sensor data and ecological momentary assessment A Kathan, M Harrer, L Küster, A Triantafyllopoulos, X He, M Milling, ... Frontiers in digital health 4, 964582, 2022 | 25 | 2022 |
| Multistage linguistic conditioning of convolutional layers for speech emotion recognition A Triantafyllopoulos, U Reichel, S Liu, S Huber, F Eyben, BW Schuller Frontiers in Computer Science 5, 1072479, 2023 | 21 | 2023 |
| Marvel: Multimodal extreme scale data analytics for smart cities environments D Bajovic, A Bakhtiarnia, G Bravos, A Brutti, F Burkhardt, D Cauchi, ... 2021 International Balkan Conference on Communications and Networking …, 2021 | 20 | 2021 |
| A personalised approach to audiovisual humour recognition and its individual-level fairness A Kathan, S Amiriparian, L Christ, A Triantafyllopoulos, N Müller, A König, ... Proceedings of the 3rd International on Multimodal Sentiment Analysis …, 2022 | 17 | 2022 |
| An overview & analysis of sequence-to-sequence emotional voice conversion Z Yang, X Jing, A Triantafyllopoulos, M Song, I Aslan, BW Schuller arXiv preprint arXiv:2203.15873, 2022 | 17 | 2022 |
| The acm multimedia 2023 computational paralinguistics challenge: Emotion share & requests BW Schuller, A Batliner, S Amiriparian, A Barnhill, M Gerczuk, ... Proceedings of the 31st ACM International Conference on Multimedia, 9635-9639, 2023 | 16 | 2023 |
| Daily mental health monitoring from speech: A real-world japanese dataset and multitask learning analysis M Song, A Triantafyllopoulos, Z Yang, H Takeuchi, T Nakamura, A Kishi, ... ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 11 | 2023 |
| audEERING's approach to the one-minute-gradual emotion challenge A Triantafyllopoulos, H Sagha, F Eyben, B Schuller arXiv preprint arXiv:1805.01222, 2018 | 11 | 2018 |
| Distinguishing between pre-and post-treatment in the speech of patients with chronic obstructive pulmonary disease A Triantafyllopoulos, M Fendler, A Batliner, M Gerczuk, S Amiriparian, ... arXiv preprint arXiv:2207.12784, 2022 | 10 | 2022 |
| Robust speech emotion recognition under different encoding conditions C Oates, A Triantafyllopoulos, I Steiner, B Schuller | 10 | 2019 |
| Zero-shot personalization of speech foundation models for depressed mood monitoring M Gerczuk, A Triantafyllopoulos, S Amiriparian, A Kathan, J Bauer, ... Patterns 4 (11), 2023 | 9 | 2023 |
| U-DiT TTS: U-Diffusion Vision Transformer for Text-to-Speech X Jing, Y Chang, Z Yang, J Xie, A Triantafyllopoulos, BW Schuller Speech Communication; 15th ITG Conference, 56-60, 2023 | 9 | 2023 |