Dorien Herremans

158 papers A* 6B 12C 8Misc 3Journal 108Unranked 19

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Aligning Generative Music AI with Human Preferences: Methods and Challenges. AAAI Dorien Herremans, Abhinaba Roy
2026	J	`jnl`	BandCondiNet: Parallel transformers-based conditional popular music generation with multi-view features. Expert Syst. Appl. Jing Luo, Xinyu Yang, Dorien Herremans
2026	J	`jnl`	Digital Lifelong Learning in the Age of AI: Trends and Insights. CoRR Geeta Puri, Nachamma Socklingam, Dorien Herremans
2026	A*	`conf`	Scaffolded Vulnerability: Chatbot-Mediated Reciprocal Self-Disclosure and Need-Supportive Interaction in Couples. CHI Zhuoqun Jiang, ShunYi Yeo, Dorien Herremans, Simon Tangi Perrault
2026	J	`jnl`	Scaffolded Vulnerability: Chatbot-Mediated Reciprocal Self-Disclosure and Need-Supportive Interaction in Couples. CoRR Zhuoqun Jiang, ShunYi Yeo, Dorien Herremans, Simon Tangi Perrault
2025	J	`jnl`	A Machine Learning Approach for MIDI to Guitar Tablature Conversion. CoRR Maximos Kaliakatsos-Papakostas, Gregoris Bastas, Dimos Makris, Dorien Herremans, Vassilis Katsouros, Petros Maragos
2025	J	`jnl`	Aligning Generative Music AI with Human Preferences: Methods and Challenges. CoRR Dorien Herremans, Abhinaba Roy
2025	J	`jnl`	An Exploration of Controllability in Symbolic Music Infilling. IEEE Access Rui Guo, Dorien Herremans
2025	J	`jnl`	Are We There Yet? A Brief Survey of Music Emotion Prediction Datasets, Models and Outstanding Challenges. IEEE Trans. Affect. Comput. Jaeyong Kang, Dorien Herremans
2025	Misc	`conf`	Coarse-to-Fine Text-to-Music Latent Diffusion. ICASSP Luca A. Lanzendörfer, Tongyu Lu, Nathanaël Perraudin, Dorien Herremans, Roger Wattenhofer
2025	B	`conf`	End-to-End Text-to-SQL with Dataset Selection: Leveraging LLMs for Adaptive Query Generation. IJCNN Anurag Tripathi, Vaibhav Patle, Abhinav Jain, Ayush Pundir, Sairam Menon, Ajeet Kumar Singh, Dorien Herremans
2025	J	`jnl`	End-to-End Text-to-SQL with Dataset Selection: Leveraging LLMs for Adaptive Query Generation. CoRR Anurag Tripathi, Vaibhav Patle, Abhinav Jain, Ayush Pundir, Sairam Menon, Ajeet Kumar Singh, Dorien Herremans
2025	J	`jnl`	Forecasting Bitcoin Volatility Spikes From Whale Transactions and CryptoQuant Data Using Synthesizer Transformer Models. IEEE Access Dorien Herremans, Kah Wee Low
2025	J	`jnl`	HHNAS-AM: Hierarchical Hybrid Neural Architecture Search using Adaptive Mutation Policies. CoRR Anurag Tripathi, Ajeet Kumar Singh, Rajsabi Surya, Aum Gupta, Sahiinii Lemaina Veikho, Dorien Herremans, Sudhir Bisane
2025	B	`conf`	ImprovNet - Generating Controllable Musical Improvisations with Iterative Corruption Refinement. IJCNN Keshav Bhandari, Sungkyun Chang, Tongyu Lu, Fareza R. Enus, Louis Bradshaw, Dorien Herremans, Simon Colton
2025	J	`jnl`	ImprovNet: Generating Controllable Musical Improvisations with Iterative Corruption Refinement. CoRR Keshav Bhandari, Sungkyun Chang, Tongyu Lu, Fareza R. Enus, Louis Bradshaw, Dorien Herremans, Simon Colton
2025	J	`jnl`	JAM: A Tiny Flow-based Song Generator with Fine-grained Controllability and Aesthetic Alignment. CoRR Renhang Liu, Chia-Yu Hung, Navonil Majumder, Taylor Gautreaux, Amir Ali Bagherzadeh, Chuan Li, Dorien Herremans, Soujanya Poria
2025	B	`conf`	JamendoMaxCaps: A Large Scale Music-caption Dataset with Imputed Metadata. IJCNN Abhinaba Roy, Renhang Liu, Tongyu Lu, Dorien Herremans
2025	J	`jnl`	JamendoMaxCaps: A Large Scale Music-caption Dataset with Imputed Metadata. CoRR Abhinaba Roy, Renhang Liu, Tongyu Lu, Dorien Herremans
2025	J	`jnl`	LLMs Can't Handle Peer Pressure: Crumbling under Multi-Agent Social Interactions. CoRR Maojia Song, Pala Tej Deep, Weisheng Jin, Amir Zadeh, Chuan Li, Dorien Herremans, Soujanya Poria
2025	J	`jnl`	MelodySim: Measuring Melody-aware Music Similarity for Plagiarism Detection. CoRR Tongyu Lu, Charlotta-Marlena Geist, Jan Melechovský, Abhinaba Roy, Dorien Herremans
2025	J	`jnl`	NORA-1.5: A Vision-Language-Action Model Trained using World Model- and Action-based Preference Rewards. CoRR Chia-Yu Hung, Navonil Majumder, Haoyuan Deng, Liu Renhang, Yankang Ang, Amir Zadeh, Chuan Li, Dorien Herremans, Ziwei Wang, Soujanya Poria
2025	J	`jnl`	Natural Language Processing Methods for Symbolic Music Generation and Information Retrieval: A Survey. ACM Comput. Surv. Dinh-Viet-Toan Le, Louis Bigo, Dorien Herremans, Mikaela Keller
2025	J	`jnl`	PRESENT: Zero-Shot Text-to-Prosody Control. IEEE Signal Process. Lett. Perry Lam, Huayun Zhang, Nancy F. Chen, Berrak Sisman, Dorien Herremans
2025	J	`jnl`	Smart Timing for Mining: A Deep Learning Framework for Bitcoin Hardware ROI Prediction. CoRR Sithumi Wickramasinghe, Bikramjit Das, Dorien Herremans
2025	J	`jnl`	SonicMaster: Towards Controllable All-in-One Music Restoration and Mastering. CoRR Jan Melechovský, Ambuj Mehrish, Dorien Herremans
2025	—	`conf`	SonicVerse: Multi-Task Learning for Music Feature-Informed Captioning. AIMC Anuradha Chopra, Abhinaba Roy, Dorien Herremans
2025	J	`jnl`	SonicVerse: Multi-Task Learning for Music Feature-Informed Captioning. CoRR Anuradha Chopra, Abhinaba Roy, Dorien Herremans
2025	J	`jnl`	Text2midi-InferAlign: Improving Symbolic Music Generation with Inference-Time Alignment. CoRR Abhinaba Roy, Geeta Puri, Dorien Herremans
2025	A*	`conf`	Text2midi: Generating Symbolic Music from Captions. AAAI Keshav Bhandari, Abhinaba Roy, Kyra Wang, Geeta Puri, Simon Colton, Dorien Herremans
2025	J	`jnl`	To Embody or Not: The Effect Of Embodiment On User Perception Of LLM-based Conversational Agents. CoRR Kyra Wang, Boon-Kiat Quek, Jessica Goh, Dorien Herremans
2025	J	`jnl`	Towards Unified Music Emotion Recognition across Dimensional and Categorical Models. CoRR Jaeyong Kang, Dorien Herremans
2024	J	`jnl`	Accent Conversion in Text-To-Speech Using Multi-Level VAE and Adversarial Training. CoRR Jan Melechovský, Ambuj Mehrish, Berrak Sisman, Dorien Herremans
2024	C	`conf`	Accent Conversion in Text-to-Speech Using Multi-Level VAE and Adversarial Training. TENCON Jan Melechovský, Ambuj Mehrish, Berrak Sisman, Dorien Herremans
2024	C	`conf`	Accented Text-to-Speech Synthesis with a Conditional Variational Autoencoder. TENCON Jan Melechovský, Ambuj Mehrish, Berrak Sisman, Dorien Herremans
2024	J	`jnl`	Are we there yet? A brief survey of Music Emotion Prediction Datasets, Models and Outstanding Challenges. CoRR Jaeyong Kang, Dorien Herremans
2024	J	`jnl`	BandControlNet: Parallel Transformers-based Steerable Popular Music Generation with Fine-Grained Spatiotemporal Features. CoRR Jing Luo, Xinyu Yang, Dorien Herremans
2024	J	`jnl`	DART: Disentanglement of Accent and Speaker Representation in Multispeaker Text-to-Speech. CoRR Jan Melechovský, Ambuj Mehrish, Berrak Sisman, Dorien Herremans
2024	C	`conf`	DisfluencySpeech - Single-Speaker Conversational Speech Dataset with Paralanguage. TENCON Kyra Wang, Dorien Herremans
2024	J	`jnl`	DisfluencySpeech - Single-Speaker Conversational Speech Dataset with Paralanguage. CoRR Kyra Wang, Dorien Herremans
2024	J	`jnl`	Leveraging LLM Embeddings for Cross Dataset Label Alignment and Zero Shot Music Emotion Prediction. CoRR Renhang Liu, Abhinaba Roy, Dorien Herremans
2024	J	`jnl`	MIRFLEX: Music Information Retrieval Feature Library for Extraction. CoRR Anuradha Chopra, Abhinaba Roy, Dorien Herremans
2024	J	`jnl`	MidiCaps - A large-scale MIDI dataset with text captions. CoRR Jan Melechovský, Abhinaba Roy, Dorien Herremans
2024	—	`conf`	MidiCaps: A Large-Scale MIDI Dataset With Text Captions. ISMIR Jan Melechovský, Abhinaba Roy, Dorien Herremans
2024	—	`conf`	Mustango: Toward Controllable Text-to-Music Generation. NAACL-HLT Jan Melechovský, Zixun Guo, Deepanway Ghosal, Navonil Majumder, Dorien Herremans, Soujanya Poria
2024	J	`jnl`	Natural Language Processing Methods for Symbolic Music Generation and Information Retrieval: a Survey. CoRR Dinh-Viet-Toan Le, Louis Bigo, Mikaela Keller, Dorien Herremans
2024	J	`jnl`	PRESENT: Zero-Shot Text-to-Prosody Control. CoRR Perry Lam, Huayun Zhang, Nancy F. Chen, Berrak Sisman, Dorien Herremans
2024	J	`jnl`	Prevailing Research Areas for Music AI in the Era of Foundation Models. CoRR Megan Wei, Mateusz Modrzejewski, Aswin Sivaraman, Dorien Herremans
2024	C	`conf`	SNIPER Training: Single-Shot Sparse Training for Text-to-Speech. TENCON Perry Lam, Huayun Zhang, Nancy F. Chen, Berrak Sisman, Dorien Herremans
2024	J	`jnl`	Text2midi: Generating Symbolic Music from Captions. CoRR Keshav Bhandari, Abhinaba Roy, Kyra Wang, Geeta Puri, Simon Colton, Dorien Herremans
2024	J	`jnl`	Video2Music: Suitable music generation from videos using an Affective Multimodal Transformer model. Expert Syst. Appl. Jaeyong Kang, Soujanya Poria, Dorien Herremans
2023	A*	`conf`	A Domain-Knowledge-Inspired Music Embedding Space and a Novel Attention Mechanism for Symbolic Music Modeling. AAAI Zixun Guo, Jaeyong Kang, Dorien Herremans
2023	J	`jnl`	Constructing Time-Series Momentum Portfolios with Deep Multi-Task Learning. CoRR Joel Ong, Dorien Herremans
2023	J	`jnl`	Constructing time-series momentum portfolios with deep multi-task learning. Expert Syst. Appl. Joel Ong, Dorien Herremans
2023	Misc	`conf`	Diffroll: Diffusion-Based Generative Music Transcription with Unsupervised Pretraining Capability. ICASSP Kin Wai Cheuk, Ryosuke Sawata, Toshimitsu Uesaka, Naoki Murata, Naoya Takahashi, Shusuke Takahashi, Dorien Herremans, Yuki Mitsufuji
2023	J	`jnl`	EmoMV: Affective music-video correspondence learning datasets for classification and retrieval. Inf. Fusion Ha Thi Phuong Thao, Gemma Roig, Dorien Herremans
2023	J	`jnl`	Jointist: Simultaneous Improvement of Multi-instrument Transcription and Music Source Separation via Joint Training. CoRR Kin Wai Cheuk, Keunwoo Choi, Qiuqiang Kong, Bochen Li, Minz Won, Ju-Chiang Wang, Yun-Ning Hung, Dorien Herremans
2023	J	`jnl`	MERP: A Music Dataset with Emotion Ratings and Raters' Profile Information. Sensors Enyan Koh, Kin Wai Cheuk, Kwan Yee Heung, Kat R. Agres, Dorien Herremans
2023	J	`jnl`	PreBit - A multimodal model with Twitter FinBERT embeddings for extreme price movement prediction of Bitcoin. Expert Syst. Appl. Yanzhao Zou, Dorien Herremans
2023	J	`jnl`	Video2Music: Suitable Music Generation from Videos using an Affective Multimodal Transformer model. CoRR Jaeyong Kang, Soujanya Poria, Dorien Herremans
2022	J	`jnl`	A Domain-Knowledge-Inspired Music Embedding Space and a Novel Attention Mechanism for Symbolic Music Modeling. CoRR Zixun Guo, Jaeyong Kang, Dorien Herremans
2022	J	`jnl`	A multimodal model with Twitter FinBERT embeddings for extreme price movement prediction of Bitcoin. CoRR Yanzhao Zou, Dorien Herremans
2022	J	`jnl`	Accented Text-to-Speech Synthesis with a Conditional Variational Autoencoder. CoRR Jan Melechovský, Ambuj Mehrish, Berrak Sisman, Dorien Herremans
2022	—	`conf`	Computationally efficient physics approximating neural networks for highly nonlinear maps. RACS Christopher Johann Clarke, Jatin Chowdhury, Cindy Ming Ying Lin, Ivan Fu Xing Tan, Prachee Priyadarshinee, Balamurali B. T., Dorien Herremans, Jer-Ming Chen
2022	C	`conf`	Conditional Drums Generation Using Compound Word Representations. EvoMUSART Dimos Makris, Zixun Guo, Maximos Kaliakatsos-Papakostas, Dorien Herremans
2022	J	`jnl`	Conditional Drums Generation using Compound Word Representations. CoRR Dimos Makris, Zixun Guo, Maximos Kaliakatsos-Papakostas, Dorien Herremans
2022	J	`jnl`	DiffRoll: Diffusion-based Generative Music Transcription with Unsupervised Pretraining Capability. CoRR Kin Wai Cheuk, Ryosuke Sawata, Toshimitsu Uesaka, Naoki Murata, Naoya Takahashi, Shusuke Takahashi, Dorien Herremans, Yuki Mitsufuji
2022	J	`jnl`	Forecasting Bitcoin volatility spikes from whale transactions and CryptoQuant data using Synthesizer Transformer models. CoRR Dorien Herremans, Kah Wee Low
2022	J	`jnl`	HEAR 2021: Holistic Evaluation of Audio Representations. CoRR Joseph Turian, Jordie Shier, Humair Raj Khan, Bhiksha Raj, Björn W. Schuller, Christian J. Steinmetz, Colin Malloy, George Tzanetakis, Gissel Velarde, Kirk McNally, Max Henry, Nicolas Pinto, Camille Noufi, Christian Clough, Dorien Herremans, Eduardo Fonseca, Jesse H. Engel, Justin Salamon, Philippe Esling, Pranay Manocha, Shinji Watanabe, Zeyu Jin, Yonatan Bisk
2022	J	`jnl`	Jointist: Joint Learning for Multi-instrument Transcription and Its Applications. CoRR Kin Wai Cheuk, Keunwoo Choi, Qiuqiang Kong, Bochen Li, Minz Won, Amy Hung, Ju-Chiang Wang, Dorien Herremans
2022	—	`conf`	Learning Accent Representation with Multi-Level VAE Towards Controllable Speech Synthesis. SLT Jan Melechovský, Ambuj Mehrish, Dorien Herremans, Berrak Sisman
2022	C	`conf`	MusIAC: An Extensible Generative Framework for Music Infilling Applications with Multi-level Control. EvoMUSART Rui Guo, Ivor Simpson, Chris Kiefer, Thor Magnusson, Dorien Herremans
2022	J	`jnl`	MusIAC: An extensible generative framework for Music Infilling Applications with multi-level Control. CoRR Rui Guo, Ivor Simpson, Chris Kiefer, Thor Magnusson, Dorien Herremans
2022	J	`jnl`	Predicting emotion from music videos: exploring the relative contribution of visual and auditory information to affective responses. CoRR Phoebe Chua, Dimos Makris, Dorien Herremans, Gemma Roig, Kat Agres
2022	J	`jnl`	SNIPER Training: Variable Sparsity Rate Training For Text-To-Speech. CoRR Perry Lam, Huayun Zhang, Nancy F. Chen, Berrak Sisman, Dorien Herremans
2022	J	`jnl`	Single Image Video Prediction with Auto-Regressive GANs. Sensors Jiahui Huang, Yew Ken Chia, Samson Yu, Kevin Yee, Dennis Küster, Eva Krumhuber, Dorien Herremans, Gemma Roig
2022	J	`jnl`	Understanding Audio Features via Trainable Basis Functions. CoRR Kwan Yee Heung, Kin Wai Cheuk, Dorien Herremans
2021	J	`jnl`	AttendAffectNet-Emotion Prediction of Movie Viewers Using Multimodal Fusion with Self-Attention. Sensors Ha Thi Phuong Thao, Balamurali B. T., Gemma Roig, Dorien Herremans
2021	J	`jnl`	Deep Neural Network Based Respiratory Pathology Classification Using Cough Sounds. CoRR Balamurali B. T., Hwan Ing Hee, Saumitra Kapoor, Oon Hoe Teoh, Sung Shin Teng, Khai Pin Lee, Dorien Herremans, Jer-Ming Chen
2021	J	`jnl`	Deep Neural Network-Based Respiratory Pathology Classification Using Cough Sounds. Sensors Balamurali B. T., Hwan Ing Hee, Saumitra Kapoor, Oon Hoe Teoh, Sung Shin Teng, Khai Pin Lee, Dorien Herremans, Jer-Ming Chen
2021	B	`conf`	Generating Lead Sheets with Affect: A Novel Conditional seq2seq Framework. IJCNN Dimos Makris, Kat R. Agres, Dorien Herremans
2021	J	`jnl`	Generating Lead Sheets with Affect: A Novel Conditional seq2seq Framework. CoRR Dimos Makris, Kat R. Agres, Dorien Herremans
2021	—	`ed.`	HEAR: Holistic Evaluation of Audio Representations, Virtual Event, December 13-14, 2021 HEAR@NeurIPS Joseph Turian, Björn W. Schuller, Dorien Herremans, Katrin Kirchhoff, L. Paola García-Perera, Philippe Esling
2021	—	`conf`	HEAR: Holistic Evaluation of Audio Representations. NeurIPS (Competition and Demos) Joseph Turian, Jordie Shier, Humair Raj Khan, Bhiksha Raj, Björn W. Schuller, Christian J. Steinmetz, Colin Malloy, George Tzanetakis, Gissel Velarde, Kirk McNally, Max Henry, Nicolas Pinto, Camille Noufi, Christian Clough, Dorien Herremans, Eduardo Fonseca, Jesse H. Engel, Justin Salamon, Philippe Esling, Pranay Manocha, Shinji Watanabe, Zeyu Jin, Yonatan Bisk
2021	B	`conf`	Hierarchical Recurrent Neural Networks for Conditional Melody Generation with Long-term Structure. IJCNN Zixun Guo, Dimos Makris, Dorien Herremans
2021	J	`jnl`	Hierarchical Recurrent Neural Networks for Conditional Melody Generation with Long-term Structure. CoRR Zixun Guo, Dimos Makris, Dorien Herremans
2021	A*	`conf`	ReconVAT: A Semi-Supervised Automatic Music Transcription Framework for Low-Resource Real-World Data. ACM Multimedia Kin Wai Cheuk, Dorien Herremans, Li Su
2021	J	`jnl`	ReconVAT: A Semi-Supervised Automatic Music Transcription Framework for Low-Resource Real-World Data. CoRR Kin Wai Cheuk, Dorien Herremans, Li Su
2021	B	`conf`	Revisiting the Onsets and Frames Model with Additive Attention. IJCNN Kin Wai Cheuk, Yin-Jyun Luo, Emmanouil Benetos, Dorien Herremans
2021	J	`jnl`	Revisiting the Onsets and Frames Model with Additive Attention. CoRR Kin Wai Cheuk, Yin-Jyun Luo, Emmanouil Benetos, Dorien Herremans
2021	J	`jnl`	Underwater Acoustic Communication Receiver Using Deep Belief Network. CoRR Abigail Lee-Leon, Chau Yuen, Dorien Herremans
2021	J	`jnl`	Underwater Acoustic Communication Receiver Using Deep Belief Network. IEEE Trans. Commun. Abigail Lee-Leon, Chau Yuen, Dorien Herremans
2021	J	`jnl`	aiSTROM - A roadmap for developing a successful AI strategy. CoRR Dorien Herremans
2021	J	`jnl`	aiSTROM-A Roadmap for Developing a Successful AI Strategy. IEEE Access Dorien Herremans
2020	J	`jnl`	A dataset and classification model for Malay, Hindi, Tamil and Chinese music. CoRR Fajilatun Nahar, Kat Agres, Balamurali B. T., Dorien Herremans
2020	J	`jnl`	A variational autoencoder for music generation controlled by tonal tension. CoRR Rui Guo, Ivor Simpson, Thor Magnusson, Chris Kiefer, Dorien Herremans
2020	—	`conf`	Acoustic prediction of flowrate: varying liquid jet stream onto a free surface. SPCOM Balamurali B. T., Edwin Jonathan Aslim, Yun Shu Lynn Ng, Tricia Li Chuen Kuo, Jacob Chen Shihang, Dorien Herremans, Lay Guat Ng, Jer-Ming Chen
2020	J	`jnl`	Acoustic prediction of flowrate: varying liquid jet stream onto a free surface. CoRR Balamurali B. T., Edwin Jonathan Aslim, Yun Shu Lynn Ng, Tricia Li Chuen Kuo, Jacob Chen Shihang, Dorien Herremans, Lay Guat Ng, Jer-Ming Chen
2020	B	`conf`	AttendAffectNet: Self-Attention based Networks for Predicting Affective Responses from Movies. ICPR Ha Thi Phuong Thao, Balamurali B. T., Dorien Herremans, Gemma Roig
2020	J	`jnl`	AttendAffectNet: Self-Attention based Networks for Predicting Affective Responses from Movies. CoRR Ha Thi Phuong Thao, Balamurali B. T., Dorien Herremans, Gemma Roig
2020	J	`jnl`	From context to concept: exploring semantic relationships in music with word2vec. Neural Comput. Appl. Ching-Hua Chuan, Kat Agres, Dorien Herremans
2020	J	`jnl`	Generative Modelling for Controllable Audio Synthesis of Expressive Piano Performance. CoRR Hao Hao Tan, Yin-Jyun Luo, Dorien Herremans
2020	J	`jnl`	Hit Song Prediction Based on Early Adopter Data and Audio Features. CoRR Dorien Herremans, Tom Bergmans
2020	—	`conf`	Music FaderNets: Controllable Music Generation Based On High-Level Features via Low-Level Feature Modelling. ISMIR Hao Hao Tan, Dorien Herremans
2020	J	`jnl`	Music FaderNets: Controllable Music Generation Based On High-Level Features via Low-Level Feature Modelling. CoRR Hao Hao Tan, Dorien Herremans
2020	J	`jnl`	PerceptionGAN: Real-world Image Construction from Provided Text through Perceptual Understanding. CoRR Kanish Garg, Ajeet Kumar Singh, Dorien Herremans, Brejesh Lall
2020	B	`conf`	Regression-based Music Emotion Prediction using Triplet Neural Networks. IJCNN Kin Wai Cheuk, Yin-Jyun Luo, Balamurali B. T., Gemma Roig, Dorien Herremans
2020	J	`jnl`	Regression-based music emotion prediction using triplet neural networks. CoRR Kin Wai Cheuk, Yin-Jyun Luo, Balamurali B. T., Gemma Roig, Dorien Herremans
2020	Misc	`conf`	Singing Voice Conversion with Disentangled Representations of Singer and Vocal Technique Using Variational Autoencoders. ICASSP Yin-Jyun Luo, Chin-Cheng Hsu, Kat Agres, Dorien Herremans
2020	J	`jnl`	Singing voice separation using a deep convolutional neural network trained by ideal binary mask and cross entropy. Neural Comput. Appl. Kin Wah Edward Lin, Balamurali B. T., Enyan Koh, Simon Lui, Dorien Herremans
2020	—	`conf`	Symbolic music generation with tension control. AIMC Rui Guo, Ivor Simpson, Thor Magnusson, Dorien Herremans
2020	B	`conf`	The Effect of Spectrogram Reconstruction on Automatic Music Transcription: An Alternative Approach to Improve Transcription Accuracy. ICPR Kin Wai Cheuk, Yin-Jyun Luo, Emmanouil Benetos, Dorien Herremans
2020	J	`jnl`	The Effect of Spectrogram Reconstruction on Automatic Music Transcription: An Alternative Approach to Improve Transcription Accuracy. CoRR Kin Wai Cheuk, Yin-Jyun Luo, Emmanouil Benetos, Dorien Herremans
2020	B	`conf`	The Impact of Audio Input Representations on Neural Network based Music Transcription. IJCNN Kin Wai Cheuk, Kat Agres, Dorien Herremans
2020	J	`jnl`	The emergence of deep learning: new opportunities for music and audio technologies. Neural Comput. Appl. Dorien Herremans, Ching-Hua Chuan
2020	J	`jnl`	The impact of Audio input representations on neural network based music transcription. CoRR Kin Wai Cheuk, Kat Agres, Dorien Herremans
2020	—	`conf`	Unsupervised Disentanglement of Pitch and Timbre for Isolated Musical Instrument Sounds. ISMIR Yin-Jyun Luo, Kin Wai Cheuk, Tomoyasu Nakano, Masataka Goto, Dorien Herremans
2020	J	`jnl`	nnAudio: An on-the-Fly GPU Audio to Spectrogram Conversion Toolbox Using 1D Convolutional Neural Networks. IEEE Access Kin Wai Cheuk, Hans Anderson, Kat Agres, Dorien Herremans
2019	—	`conf`	A Hybrid Fuzzy Logic-Neural Network Approach for Multi-Path Separation of Underwater Acoustic Signals. VTC Spring Abigail Lee-Leon, Chau Yuen, Dorien Herremans
2019	C	`conf`	A novel music-based game with motion capture to support cognitive and motor function in the elderly. CoG Kat Agres, Simon Lui, Dorien Herremans
2019	J	`jnl`	A novel music-based game with motion capture to support cognitive and motor function in the elderly. CoRR Kat Agres, Simon Lui, Dorien Herremans
2019	J	`jnl`	Dance Hit Song Prediction. CoRR Dorien Herremans, David Martens, Kenneth Sörensen
2019	—	`conf`	Doppler Invariant Demodulation for Shallow Water Acoustic Communications Using Deep Belief Networks. APWCS Abigail Lee-Leon, Chau Yuen, Dorien Herremans
2019	J	`jnl`	Doppler Invariant Demodulation for Shallow Water Acoustic Communications Using Deep Belief Networks. CoRR Abigail Lee-Leon, Chau Yuen, Dorien Herremans
2019	C	`conf`	Latent Space Representation for Multi-Target Speaker Detection and Identification with a Sparse Dataset Using Triplet Neural Networks. ASRU Kin Wai Cheuk, Balamurali B. T., Gemma Roig, Dorien Herremans
2019	J	`jnl`	Latent space representation for multi-target speaker detection and identification with a sparse dataset using Triplet neural networks. CoRR Kin Wai Cheuk, Balamurali B. T., Gemma Roig, Dorien Herremans
2019	—	`conf`	Learning Disentangled Representations of Timbre and Pitch for Musical Instrument Sounds Using Gaussian Mixture Variational Autoencoders. ISMIR Yin-Jyun Luo, Kat Agres, Dorien Herremans
2019	J	`jnl`	Learning Disentangled Representations of Timbre and Pitch for Musical Instrument Sounds Using Gaussian Mixture Variational Autoencoders. CoRR Yin-Jyun Luo, Kat Agres, Dorien Herremans
2019	J	`jnl`	Midi Miner - A Python library for tonal tension and track classification. CoRR Rui Guo, Dorien Herremans, Thor Magnusson
2019	J	`jnl`	MorpheuS: Generating Structured Music with Constrained Patterns and Tension. IEEE Trans. Affect. Comput. Dorien Herremans, Elaine Chew
2019	—	`conf`	Multimodal Deep Models for Predicting Affective Responses Evoked by Movies. ICCV Workshops Ha Thi Phuong Thao, Dorien Herremans, Gemma Roig
2019	J	`jnl`	Multimodal Deep Models for Predicting Affective Responses Evoked by Movies. CoRR Ha Thi Phuong Thao, Dorien Herremans, Gemma Roig
2019	J	`jnl`	Singing Voice Conversion with Disentangled Representations of Singer and Vocal Technique Using Variational Autoencoders. CoRR Yin-Jyun Luo, Chin-Chen Hsu, Kat Agres, Dorien Herremans
2019	J	`jnl`	Toward Robust Audio Spoofing Detection: A Detailed Comparison of Traditional and Learned Features. IEEE Access Balamurali B. T., Kin Wah Edward Lin, Simon Lui, Jer-Ming Chen, Dorien Herremans
2019	B	`conf`	Towards emotion based music generation: A tonal tension model based on the spiral array. CogSci Dorien Herremans, Elaine Chew
2019	J	`jnl`	Towards robust audio spoofing detection: a detailed comparison of traditional and learned features. CoRR Balamurali B. T., Kin Wah Edward Lin, Simon Lui, Jer-Ming Chen, Dorien Herremans
2019	B	`conf`	Untangling indices of emotion in music using neural networks. CogSci Dorien Herremans, Kin Wai Cheuk, Yin-Jyun Luo, Kat Agres
2019	J	`jnl`	nnAudio: An on-the-fly GPU Audio to Spectrogram Conversion Toolbox Using 1D Convolution Neural Networks. CoRR Kin Wai Cheuk, Hans Anderson, Kat Agres, Dorien Herremans
2018	J	`jnl`	A Functional Taxonomy of Music Generation Systems. CoRR Dorien Herremans, Ching-Hua Chuan, Elaine Chew
2018	J	`jnl`	From Context to Concept: Exploring Semantic Relationships in Music with Word2Vec. CoRR Ching-Hua Chuan, Kat Agres, Dorien Herremans
2018	J	`jnl`	Generating guitar solos by integer programming. J. Oper. Res. Soc. Nailson dos Santos Cunha, Anand Subramanian, Dorien Herremans
2018	A*	`conf`	Modeling Temporal Tonal Relations in Polyphonic Music Through Deep Networks With a Novel Image-Based Representation. AAAI Ching-Hua Chuan, Dorien Herremans
2018	J	`jnl`	MorpheuS: generating structured music with constrained patterns and tension. CoRR Dorien Herremans, Elaine Chew
2018	J	`jnl`	Singing Voice Separation Using a Deep Convolutional Neural Network Trained by Ideal Binary Mask and Cross Entropy. CoRR Kin Wah Edward Lin, Balamurali B. T., Enyan Koh, Simon Lui, Dorien Herremans
2017	J	`jnl`	A Functional Taxonomy of Music Generation Systems. ACM Comput. Surv. Dorien Herremans, Ching-Hua Chuan, Elaine Chew
2017	—	`conf`	A Multi-modal Platform for Semantic Music Analysis: Visualizing Audio-and Score-Based Tension. ICSC Dorien Herremans, Ching-Hua Chuan
2017	J	`jnl`	A variable neighborhood search algorithm to generate piano fingerings for polyphonic sheet music. Int. Trans. Oper. Res. Matteo Balliauw, Dorien Herremans, Daniel Palhazi Cuervo, Kenneth Sörensen
2017	—	`conf`	IMMA-Emo: A Multimodal Interface for Visualising Score- and Audio-synchronised Emotion Annotations. Audio Mostly Conference Dorien Herremans, Simin Yang, Ching-Hua Chuan, Mathieu Barthet, Elaine Chew
2017	J	`jnl`	Modeling Musical Context with Word2vec. CoRR Dorien Herremans, Ching-Hua Chuan
2017	J	`jnl`	Proceedings of the First International Workshop on Deep Learning and Music. CoRR Dorien Herremans, Ching-Hua Chuan
2016	—	`ch.`	Composer Classification Models for Music-Theory Building. Computational Music Analysis Dorien Herremans, David Martens, Kenneth Sörensen
2015	J	`jnl`	Classification and Generation of Composer-Specific Music Using Global Feature Models and Variable Neighborhood Search. Comput. Music. J. Dorien Herremans, Kenneth Sörensen, David Martens
2015	J	`jnl`	Compose ≡ compute - Computer generation and classification of music through operations research methods. 4OR Dorien Herremans
2015	—	`conf`	Generating Fingerings for Polyphonic Piano Music with a Tabu Search Algorithm. MCM Matteo Balliauw, Dorien Herremans, Daniel Palhazi Cuervo, Kenneth Sörensen
2015	J	`jnl`	Generating structured music for bagana using quality metrics based on Markov models. Expert Syst. Appl. Dorien Herremans, Stéphanie Weisser, Kenneth Sörensen, Darrell Conklin
2014	—	`conf`	Sampling the extrema from statistical models of music with variable neighbourhood search. ICMC Dorien Herremans, Kenneth Sörensen, Darrell Conklin
2013	J	`jnl`	Composing fifth species counterpoint music with a variable neighborhood search algorithm. Expert Syst. Appl. Dorien Herremans, Kenneth Sörensen
2013	—	`conf`	FuX, an Android app that generates counterpoint. CICAC Dorien Herremans, Kenneth Sörensen