Smaragdis, Paris
- Differentiable Signal Processing With Black-Box Audio Effects
2021/05/11 by Ramírez, Marco A. Martínez, Wang, Oliver, Smaragdis, Paris +1 · 6 citations
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #Sound (cs.SD) #electronic engineering #information engineering
- Generative Adversarial Source Separation
2017/10/30 by Cem Subakan, Subakan, Cem, Paris Smaragdis +1 · 3 citations
Computer Science · Engineering · #Acoustic Wave Phenomena Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing #Neural and Evolutionary Computing (cs.NE) #Sound (cs.SD) #Speech and Audio Processing
- Continual Learning of New Sound Classes using Generative Replay
2019/06/03 by Zhepei Wang, Wang, Zhepei, Cem Subakan +7 · 2 citations
Computer Science · #Audio and Speech Processing (eess.AS) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
- Real-Time Packet Loss Concealment With Mixed Generative and Predictive Model
2022/05/11 by Jean-Marc Valin, Ahmed Mustafa, Valin, Jean-Marc +11 · 2 citations
Computer Science · Neuroscience · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Hearing Loss and Rehabilitation #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- A Neural Network Alternative to Non-Negative Audio Models
2016/09/12 by Paris Smaragdis, Shrikant Venkataramani, Smaragdis, Paris +1 · 1 citation
Computer Science · #Blind Source Separation Techniques #FOS: Computer and information sciences #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing
- NoiseOut: A Simple Way to Prune Neural Networks
2016/11/18 by Babaeizadeh, Mohammad, Smaragdis, Paris, Campbell, Roy H. · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)
- End-to-end LPCNet: A Neural Vocoder With Fully-Differentiable LPC Estimation
2022/02/23 by Krishna Subramani, Subramani, Krishna, Jean-Marc Valin +7 · 1 citation
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- Meta-AF: Meta-Learning for Adaptive Filters
2022/04/25 by Jonah Casebeer, Casebeer, Jonah, Nicholas J. Bryan +3 · 1 citation
Computer Science · Engineering · #Advanced Adaptive Filtering Techniques #Audio and Speech Processing (eess.AS) #Blind Source Separation Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Signal Processing (eess.SP) #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
- Diagnosing Neural Convergence with Topological Alignment Spectra
2024/11/13 by Tiago Fernandes Tavares, Fábio J. Ayres, Tavares, Tiago F. +3 · 2 citations
Computer Science · #Face and Expression Recognition #Advanced Clustering Algorithms Research
- Framewise WaveGAN: High Speed Adversarial Vocoder in Time Domain with Very Low Computational Complexity
2022/12/08 by Mustafa, Ahmed, Valin, Jean-Marc, Büthe, Jan +2 · 1 citation
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #Sound (cs.SD) #electronic engineering #information engineering
- A Framework for Unified Real-time Personalized and Non-Personalized Speech Enhancement
2023/02/23 by Wang, Zhepei, Giri, Ritwik, Shah, Devansh +3 · 1 citation
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
- Generative Data Augmentation Challenge: Synthesis of Room Acoustics for Speaker Distance Estimation
2025/01/22 by Jackie Lin, Lin, Jackie, Georg Götz +21 · 4 citations
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- Combolutional Neural Networks
2025/07/28 by Cameron Churchwell, Minje Kim, Churchwell, Cameron +3 · 1 voice
Computer Science · Engineering · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #cs.LG #cs.SD #eess.AS #electronic engineering #information engineering
- Neural Network Alternatives to Convolutive Audio Models for Source Separation
2017/09/20 by Shrikant Venkataramani, Y. Cem Sübakan, Venkataramani, Shrikant +3 · 1 citation
Computer Science · #Speech and Audio Processing #Music and Audio Processing #Speech Recognition and Synthesis
- Unsupervised Improvement of Audio-Text Cross-Modal Representations
2023/05/03 by Wang, Zhepei, Subakan, Cem, Subramani, Krishna +4 · 1 citation
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
- Diagonal RNNs in Symbolic Music Modeling
2017/04/18 by Subakan, Y. Cem, Smaragdis, Paris · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
- Self-supervised Learning for Speech Enhancement
2020/06/18 by Yu-Che Wang, Shrikant Venkataramani, Wang, Yu-Che +3 · 1 citation
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering