Dorien Herremans
- HEAR: Holistic Evaluation of Audio Representations
2022/03/06 by Joseph Turian, Turian, Joseph, Jordie Shier +43 · 28 citations
Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Hearing Loss and Rehabilitation #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
- Mustango: Toward Controllable Text-to-Music Generation
2023/11/14 by Jan Melechovský, Zixun Guo, Melechovsky, Jan +9 · 40 citations
Arts and Humanities · Computer Science · #Audio and Speech Processing (eess.AS) #Digital Humanities and Scholarship #FOS: Electrical engineering #Music Technology and Sound Studies #Music and Audio Processing #electronic engineering #information engineering
- MusIAC: An extensible generative framework for Music Infilling Applications with multi-level Control
2022/02/11 by Rui Guo, Guo, Rui, Ivor Simpson +7 · 5 citations
Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multimedia (cs.MM) #Music Technology and Sound Studies #Music and Audio Processing #Neuroscience and Music Perception
- MidiCaps: A Large-Scale MIDI Dataset With Text Captions
2024/06/04 by Jan Melechovský, Melechovsky, Jan, Abhinaba Roy +3 · 9 citations
Arts and Humanities · Computer Science · #Audio and Speech Processing (eess.AS) #Diverse Musicological Studies #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Multimedia (cs.MM) #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #electronic engineering #information engineering
- Text2midi: Generating Symbolic Music from Captions
2024/12/21 by Keshav Bhandari, Bhandari, Keshav, Abhinaba Roy +9 · 13 citations
Computer Science · Arts and Humanities · #Music and Audio Processing #Digital Humanities and Scholarship #Natural Language Processing Techniques
- Learning Disentangled Representations of Timbre and Pitch for Musical Instrument Sounds Using Gaussian Mixture Variational Autoencoders
2019/06/19 by Yin-Jyun Luo, Luo, Yin-Jyun, Kat Agres +3 · 4 citations
Arts and Humanities · Computer Science · #Audio and Speech Processing (eess.AS) #Diverse Musicological Studies #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
- Midi Miner -- A Python library for tonal tension and track\n classification
2019/10/03 by Rui Guo, Dorien Herremans, Guo, Rui +3 · 4 citations
Arts and Humanities · Computer Science · #Audio and Speech Processing (eess.AS) #Diverse Musicological Studies #FOS: Computer and information sciences #FOS: Electrical engineering #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
- Singing Voice Conversion with Disentangled Representations of Singer and Vocal Technique Using Variational Autoencoders
2019/12/03 by Yin-Jyun Luo, Luo, Yin-Jyun, C.C. Hsu +5 · 2 citations
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- Forecasting Bitcoin volatility spikes from whale transactions and CryptoQuant data using Synthesizer Transformer models
2022/10/06 by Dorien Herremans, Kah Wee Low, Herremans, Dorien +1 · 3 citations
Computer Science · Decision Sciences · Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Blockchain Technology Applications and Security #Complex Systems and Time Series Analysis #Computational Finance (q-fin.CP) #FOS: Computer and information sciences #FOS: Economics and business #Machine Learning (cs.LG) #Portfolio Management (q-fin.PM) #Stock Market Forecasting Methods #Trading and Market Microstructure (q-fin.TR)
- Are We There Yet? A Brief Survey of Music Emotion Prediction Datasets, Models and Outstanding Challenges
2024/06/13 by Jaeyong Kang, Kang, Jaeyong, Dorien Herremans +1 · 4 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) #electronic engineering #information engineering
- Singing Voice Separation Using a Deep Convolutional Neural Network\n Trained by Ideal Binary Mask and Cross Entropy
2018/12/04 by Kin Wah Edward Lin, Lin, Kin Wah Edward, B T Balamurali +7 · 1 citation
Computer Science · #Speech and Audio Processing #Music and Audio Processing #Speech Recognition and Synthesis
- ReconVAT: A Semi-Supervised Automatic Music Transcription Framework for Low-Resource Real-World Data
2021/07/11 by Kin Wai Cheuk, Cheuk, Kin Wai, Dorien Herremans +3 · 2 citations
Arts and Humanities · Computer Science · #Audio and Speech Processing (eess.AS) #Diverse Musicological Studies #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Multimedia (cs.MM) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
- A variational autoencoder for music generation controlled by tonal tension
2020/10/13 by Rui Guo, Guo, Rui, Ivor Simpson +7 · 1 citation
Computer Science · Neuroscience · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music Technology and Sound Studies #Music and Audio Processing #Neuroscience and Music Perception #Sound (cs.SD) #Symbolic Computation (cs.SC) #electronic engineering #information engineering
- Generating Lead Sheets with Affect: A Novel Conditional seq2seq\n Framework
2021/04/27 by Dimos Makris, Makris, Dimos, Kat Agres +3 · 1 citation
Computer Science · Neuroscience · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music Technology and Sound Studies #Music and Audio Processing #Neuroscience and Music Perception #Sound (cs.SD) #electronic engineering #information engineering
- DART: Disentanglement of Accent and Speaker Representation in Multispeaker Text-to-Speech
2024/10/17 by Jan Melechovský, Ambuj Mehrish, Melechovsky, Jan +5 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
- Accented Text-to-Speech Synthesis with a Conditional Variational Autoencoder
2022/11/07 by Jan Melechovský, Ambuj Mehrish, Melechovsky, Jan +5 · 1 citation
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and dialogue systems #electronic engineering #information engineering
- Jointist: Simultaneous Improvement of Multi-instrument Transcription and Music Source Separation via Joint Training
2023/02/01 by Kin Wai Cheuk, Cheuk, Kin Wai, Keunwoo Choi +13 · 1 citation
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 Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
- BandCondiNet: Parallel Transformers-based Conditional Popular Music Generation with Multi-View Features
2024/07/15 by Jing Luo, Xinyu Yang, Luo, Jing +3 · 1 citation
Computer Science · Engineering · #Music Technology and Sound Studies #Music and Audio Processing #Human Motion and Animation
- DeepUnifiedMom: Unified Time-series Momentum Portfolio Construction via Multi-Task Learning with Multi-Gate Mixture of Experts
2024/06/13 by J. M. Joel Ong, Ong, Joel, Dorien Herremans +1 · 1 citation
Computer Science · Earth and Planetary Sciences · #Computational Finance (q-fin.CP) #Computational Physics and Python Applications #FOS: Economics and business #Meteorological Phenomena and Simulations #Time Series Analysis and Forecasting