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Dorien Herremans — most-cited papers & profile · Speech Audio
← authors
·
overview
Dorien Herremans
19
papers ·
71
citations ·
25
h-index
Singapore University of Technology and Design
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Hierarchical Recurrent Neural Networks for Conditional Melody Generation with Long-term Structure
2021 · 17 citations
Modeling Musical Context with Word2vec
2017 · 14 citations
A variational autoencoder for music generation controlled by tonal tension
2020 · 11 citations
Generative Modelling for Controllable Audio Synthesis of Expressive Piano Performance
2020 · 4 citations
Singing Voice Conversion with Disentangled Representations of Singer and Vocal Technique Using Variational Autoencoders
2019 · 3 citations
Accented Text-to-Speech Synthesis with a Conditional Variational Autoencoder
2022 · 3 citations
DisfluencySpeech -- Single-Speaker Conversational Speech Dataset with Paralanguage
2024 · 1 citations
Singing Voice Separation Using a Deep Convolutional Neural Network Trained by Ideal Binary Mask and Cross Entropy
2018
The impact of Audio input representations on neural network based music transcription
2020
Understanding Audio Features via Trainable Basis Functions
2022
DiffRoll: Diffusion-based Generative Music Transcription with Unsupervised Pretraining Capability
2022
SNIPER Training: Single-Shot Sparse Training for Text-to-Speech
2022
Accent Conversion in Text-To-Speech Using Multi-Level VAE and Adversarial Training
2024
PRESENT: Zero-Shot Text-to-Prosody Control
2024
DART: Disentanglement of Accent and Speaker Representation in Multispeaker Text-to-Speech
2024
Top co-authors
Berrak Sisman
· 5
Ambuj Mehrish
· 3
Jan Melechovsky
· 3
Kin Wai Cheuk
· 3
Huayun Zhang
· 2
Kat Agres
· 2
Nancy F. Chen
· 2
Perry Lam
· 2
Yin-Jyun Luo
· 2
Balamurali B.T
· 1
Chin-Chen Hsu
· 1
Ching-Hua Chuan
· 1
Topics
Audio Generation
Music Generation
Text-to-Speech
Audio Understanding
Voice Cloning
Speech Recognition
Speaker Analysis
Speech Translation