Epps, Julien

1. Mamba in Speech: Towards an Alternative to Self-Attention
   2024/05/21 by Xiangyu Zhang, Zhang, Xiangyu, Qiquan Zhang +15 · 25 citations
   Social Sciences · #Audio and Speech Processing (eess.AS) #Education and Technology Integration #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
2. Multi-Task Semi-Supervised Adversarial Autoencoding for Speech Emotion\n Recognition
   2019/07/13 by Siddique Latif, Latif, Siddique, Rajib Rana +9 · 4 citations
   Computer Science · Psychology · #Audio and Speech Processing (eess.AS) #Emotion and Mood Recognition #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
3. When LLMs Meets Acoustic Landmarks: An Efficient Approach to Integrate Speech into Large Language Models for Depression Detection
   2024/02/17 by Xiangyu Zhang, Hexin Liu, Zhang, Xiangyu +11 · 5 citations
   Psychology · Computer Science · #Mental Health via Writing #Topic Modeling
4. Rethinking Mamba in Speech Processing by Self-Supervised Models
   2024/09/11 by Xiangyu Zhang, Jianbo Ma, Zhang, Xiangyu +7 · 6 citations
   Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #Speech and Audio Processing #electronic engineering #information engineering
5. The Ambiguous World of Emotion Representation
   2019/09/01 by Sethu, Vidhyasaharan, Provost, Emily Mower, Epps, Julien +3 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
6. SpeechT-RAG: Reliable Depression Detection in LLMs with Retrieval-Augmented Generation Using Speech Timing Information
   2025/02/16 by Xiangyu Zhang, Hexin Liu, Zhang, Xiangyu +7 · 3 citations
   Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering