Nicholas Cummins

1. A review of depression and suicide risk assessment using speech analysis
   2015/04/09 by Nicholas Cummins, Stefan Scherer, Jarek Krajewski +3 · 27 citations
   Psychology · #Mental Health via Writing #Stuttering Research and Treatment #Suicide and Self-Harm Studies
2. auDeep: Unsupervised Learning of Representations from Audio with Deep Recurrent Neural Networks
   2017/12/12 by Michael Freitag, Freitag, Michael, Shahin Amiriparian +8 · 9 citations
   Computer Science · #Music and Audio Processing #Speech and Audio Processing #Music Technology and Sound Studies
3. Adversarial Training in Affective Computing and Sentiment Analysis: Recent Advances and Perspectives
   2018/09/21 by Jing Han, Han, Jing, Zixing Zhang +5 · 2 citations
   Computer Science · #Sentiment Analysis and Opinion Mining #Generative Adversarial Networks and Image Synthesis #Anomaly Detection Techniques and Applications
4. Automatic Detection of Expressed Emotion from Five-Minute Speech Samples: Challenges and Opportunities
   2022/03/30 by Bahman Mirheidari, Mirheidari, Bahman, André Bittar +9 · 2 citations
   Computer Science · Psychology · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Phonetics and Phonology Research #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
5. Speech and the n-Back task as a lens into depression. How combining both may allow us to isolate different core symptoms of depression
   2022/03/30 by Salvatore Fara, Fara, Salvatore, Stefano Goria +5 · 1 citation
   Psychology · #Audio and Speech Processing (eess.AS) #Emotion and Mood Recognition #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Mental Health Research Topics #Mental Health via Writing #Quantitative Methods (q-bio.QM) #Sound (cs.SD) #electronic engineering #information engineering
6. Bayesian Networks for the robust and unbiased prediction of depression and its symptoms utilizing speech and multimodal data
   2022/11/09 by Salvatore Fara, Orlaith Hickey, Fara, Salvatore +9 · 1 citation
   Neuroscience · Psychology · #Artificial Intelligence (cs.AI) #Emotion and Mood Recognition #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Mental Health Research Topics