Mirco Ravanelli
- SpeechBrain: A General-Purpose Speech Toolkit
2021/06/08 by Mirco Ravanelli, Ravanelli, Mirco, Titouan Parcollet +39 · 44 citations
Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- Attention is All You Need in Speech Separation
2020/10/25 by Cem Subakan, Subakan, Cem, Mirco Ravanelli +7 · 29 citations
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Signal Processing (eess.SP) #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- MetricGAN+: An Improved Version of MetricGAN for Speech Enhancement
2021/04/08 by Szu‐Wei Fu, Fu, Szu-Wei, Cheng Yu +11 · 18 citations
Computer Science · #Artificial Intelligence (cs.AI) #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
- Open-Source Conversational AI with SpeechBrain 1.0
2024/06/29 by Mirco Ravanelli, Ravanelli, Mirco, Titouan Parcollet +60 · 24 citations
Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #electronic engineering #information engineering
- Quaternion Recurrent Neural Networks
2018/06/12 by Titouan Parcollet, Mirco Ravanelli, Parcollet, Titouan +11 · 12 citations
Computer Science · Physics and Astronomy · #Neural Networks and Applications #Model Reduction and Neural Networks #Music and Audio Processing
- Resource-Efficient Separation Transformer
2022/06/19 by Cem Subakan, Della Libera, Luca, Subakan, Cem +8 · 4 citations
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Signal Processing (eess.SP) #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- DASB - Discrete Audio and Speech Benchmark
2024/06/20 by Pooneh Mousavi, Mousavi, Pooneh, Petermann, Darius +9 · 8 citations
Computer Science · #Advanced Data Compression Techniques #Speech and Audio Processing
- REAL-M: Towards Speech Separation on Real Mixtures
2021/10/20 by Cem Subakan, Subakan, Cem, Mirco Ravanelli +5 · 3 citations
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Signal Processing (eess.SP) #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- Discrete Audio Tokens: More Than a Survey!
2025/06/12 by Pooneh Mousavi, Gallil Maimon, Mousavi, Pooneh +39 · 13 citations
Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #electronic engineering #information engineering
- RescueSpeech: A German Corpus for Speech Recognition in Search and Rescue Domain
2023/06/06 by Sangeet Sagar, Sagar, Sangeet, Mirco Ravanelli +7 · 2 citations
Computer Science · #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) #Speech Recognition and Synthesis #Speech and Audio Processing #Speech and dialogue systems #electronic engineering #information engineering
- The DIRHA-English corpus and related tasks for distant-speech\n recognition in domestic environments
2017/10/06 by Mirco Ravanelli, Maurizio Omologo, Ravanelli, Mirco +1 · 1 citation
Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #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
- FocalCodec: Low-Bitrate Speech Coding via Focal Modulation Networks
2025/02/06 by Luca Della Libera, Francesco Paissan, Della Libera, Luca +5 · 6 citations
Computer Science · #Advanced Data Compression Techniques #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- SoundChoice: Grapheme-to-Phoneme Models with Semantic Disambiguation
2022/07/27 by Artem Ploujnikov, Ploujnikov, Artem, Mirco Ravanelli +1 · 1 citation
Computer Science · #Speech Recognition and Synthesis #Music and Audio Processing #Topic Modeling
- Parameter-Efficient Transfer Learning of Audio Spectrogram Transformers
2023/12/06 by Umberto Cappellazzo, Daniele Falavigna, Cappellazzo, Umberto +5 · 1 citation
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #Music and Audio Processing #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- SKILL: Similarity-aware Knowledge distILLation for Speech Self-Supervised Learning
2024/02/26 by Luca Zampierin, Ghouthi Boukli Hacene, Zampierin, Luca +5 · 1 citation
Computer Science · #Speech Recognition and Synthesis #Speech and dialogue systems
- Listenable Maps for Audio Classifiers
2024/03/19 by Francesco Paissan, Mirco Ravanelli, Paissan, Francesco +3 · 1 citation
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Signal Processing (eess.SP) #Sound (cs.SD) #electronic engineering #information engineering
- Controllable and Content-Based Recommendations
2026/07/23 by Fırat Öncel, Jihoon Jeong, Emiliano Penaloza +3
#cs.IR