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auDeep: unsupervised learning of representations from audio with deep recurrent neural networks (2018)

Freitag, Michael ; Amiriparian, Shahin ; Pugachevskiy, Sergey ; Cummins, Nicholas ; Schuller, Björn

AVEC 2018 workshop and challenge: bipolar disorder and cross-cultural affect recognition (2018)

Ringeval, Fabien ; Michaud, Adrien ; Ciftçi, Elvan ; Güleç, Hüseyin ; Salah, Albert Ali ; Pantic, Maja ; Schuller, Björn ; Valstar, Michel ; Cowie, Roddy ; Kaya, Heysem ; Schmitt, Maximilian ; Amiriparian, Shahin ; Cummins, Nicholas ; Lalanne, Denis

The INTERSPEECH 2018 computational paralinguistics challenge: atypical and self-assessed affect, crying and heart beats (2018)

Schuller, Björn ; Steidl, Stefan ; Batliner, Anton ; Marschik, Peter B. ; Baumeister, Harald ; Dong, Fengquan ; Hantke, Simone ; Pokorny, Florian B. ; Rathner, Eva-Maria ; Bartl-Pokorny, Katrin D. ; Einspieler, Christa ; Zhang, Dajie ; Baird, Alice ; Amiriparian, Shahin ; Qian, Kun ; Ren, Zhao ; Schmitt, Maximilian ; Tzirakis, Panagiotis ; Zafeiriou, Stefanos

Recognition of echolalic autistic child vocalisations utilising convolutional recurrent neural networks (2018)

Amiriparian, Shahin ; Baird, Alice ; Julka, Sahib ; Alcorn, Alyssa ; Ottl, Sandra ; Petrović, Sunčica ; Ainger, Eloise ; Cummins, Nicholas ; Schuller, Björn

Bag-of-deep-features: noise-robust deep feature representations for audio analysis (2018)

Amiriparian, Shahin ; Gerczuk, Maurice ; Ottl, Sandra ; Cummins, Nicholas ; Pugachevskiy, Sergey ; Schuller, Björn

Deep unsupervised representation learning for abnormal heart sound classification (2018)

Amiriparian, Shahin ; Schmitt, Maximilian ; Cummins, Nicholas ; Qian, Kun ; Dong, Fengquan ; Schuller, Björn

Low level texture features for snore sound discrimination (2018)

Demir, Fatih ; Sengur, Abdulkadir ; Cummins, Nicholas ; Amiriparian, Shahin ; Schuller, Björn

Compact bilinear deep features for environmental sound recognition (2018)

Demir, Fatih ; Sengur, Abdulkadir ; Lu, Hao ; Amiriparian, Shahin ; Cummins, Nicholas ; Schuller, Björn

A fusion of deep convolutional generative adversarial networks and sequence to sequence autoencoders for acoustic scene classification (2018)

Amiriparian, Shahin ; Freitag, Michael ; Cummins, Nicholas ; Gerczuk, Maurice ; Pugachevskiy, Sergey ; Schuller, Björn

Multimodal bag-of-words for cross domains sentiment analysis (2018)

Cummins, Nicholas ; Amiriparian, Shahin ; Ottl, Sandra ; Gerczuk, Maurice ; Schmitt, Maximilian ; Schuller, Björn

Deep convolutional recurrent neural network for rare acoustic event detection (2018)

Amiriparian, Shahin ; Julka, Sahib ; Cummins, Nicholas ; Schuller, Björn

Sequence to sequence autoencoders for unsupervised representation learning from audio (2017)

Amiriparian, Shahin ; Freitag, Michael ; Cummins, Nicholas ; Schuller, Björn

Feature selection in multimodal continuous emotion prediction (2017)

Amiriparian, Shahin ; Freitag, Michael ; Cummins, Nicholas ; Schuller, Björn

Sentiment analysis using image-based deep spectrum features (2017)

Amiriparian, Shahin ; Cummins, Nicholas ; Ottl, Sandra ; Gerczuk, Maurice ; Schuller, Björn

Synchronization in interpersonal speech (2019)

Amiriparian, Shahin ; Han, Jing ; Schmitt, Maximilian ; Baird, Alice ; Mallol-Ragolta, Adria ; Milling, Manuel ; Gerczuk, Maurice ; Schuller, Björn

AVEC 2019 workshop and challenge: state-of-mind, detecting depression with AI, and cross-cultural affect recognition (2019)

Ringeval, Fabien ; Schuller, Björn ; Valstar, Michel ; Cummins, Nicholas ; Cowie, Roddy ; Tavabi, Leili ; Schmitt, Maximilian ; Alisamir, Sina ; Amiriparian, Shahin ; Messner, Eva-Maria ; Song, Siyang ; Liu, Shuo ; Zhao, Ziping ; Mallol-Ragolta, Adria ; Ren, Zhao ; Soleymani, Mohammad ; Pantic, Maja

Maschinelle Sprachverarbeitung für Einsteiger: wie Computer uns verstehen lernen (2018)

Schuller, Björn ; Schmitt, Maximilian ; Amiriparian, Shahin

"You sound ill, take the day off": automatic recognition of speech affected by upper respiratory tract infection (2017)

Cummins, Nicholas ; Schmitt, Maximilian ; Amiriparian, Shahin ; Krajewski, Jarek ; Schuller, Björn

Emotion recognition in the wild: incorporating voice and lip activity in multimodal decision-level fusion (2014)

Ringeval, Fabien ; Amiriparian, Shahin ; Eyben, Florian ; Scherer, Klaus ; Schuller, Björn

Big data multimedia mining: feature extraction facing volume, velocity, and variety (2019)

Pandit, Vedhas ; Amiriparian, Shahin ; Schmitt, Maximilian ; Mousa, Amr ; Schuller, Björn

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