Dorien Herremans

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upvoted 20 papers 10 days ago

DeepUnifiedMom: Unified Time-series Momentum Portfolio Construction via Multi-Task Learning with Multi-Gate Mixture of Experts

Paper • 2406.08742 • Published Jun 13, 2024 • 1

Accent Conversion in Text-To-Speech Using Multi-Level VAE and Adversarial Training

Paper • 2406.01018 • Published Jun 3, 2024 • 1

Natural Language Processing Methods for Symbolic Music Generation and Information Retrieval: a Survey

Paper • 2402.17467 • Published Feb 27, 2024 • 1

BandControlNet: Parallel Transformers-based Steerable Popular Music Generation with Fine-Grained Spatiotemporal Features

Paper • 2407.10462 • Published Jul 15, 2024 • 1

PRESENT: Zero-Shot Text-to-Prosody Control

Paper • 2408.06827 • Published Aug 13, 2024 • 1

Towards robust audio spoofing detection: a detailed comparison of traditional and learned features

Paper • 1905.12439 • Published May 28, 2019 • 1

Deep Neural Network Based Respiratory Pathology Classification Using Cough Sounds

Paper • 2106.12174 • Published Jun 23, 2021 • 1

ReconVAT: A Semi-Supervised Automatic Music Transcription Framework for Low-Resource Real-World Data

Paper • 2107.04954 • Published Jul 11, 2021 • 1

aiSTROM -- A roadmap for developing a successful AI strategy

Paper • 2107.06071 • Published Jun 25, 2021 • 1

Predicting emotion from music videos: exploring the relative contribution of visual and auditory information to affective responses

Paper • 2202.10453 • Published Feb 19, 2022 • 1

Conditional Drums Generation using Compound Word Representations

Paper • 2202.04464 • Published Feb 9, 2022 • 1

HEAR: Holistic Evaluation of Audio Representations

Paper • 2203.03022 • Published Mar 6, 2022 • 1

Understanding Audio Features via Trainable Basis Functions

Paper • 2204.11437 • Published Apr 25, 2022 • 1

A Domain-Knowledge-Inspired Music Embedding Space and a Novel Attention Mechanism for Symbolic Music Modeling

Paper • 2212.00973 • Published Dec 2, 2022 • 1

PreBit -- A multimodal model with Twitter FinBERT embeddings for extreme price movement prediction of Bitcoin

Paper • 2206.00648 • Published May 30, 2022 • 1

Prevailing Research Areas for Music AI in the Era of Foundation Models

Paper • 2409.09378 • Published Sep 14, 2024 • 1

Leveraging LLM Embeddings for Cross Dataset Label Alignment and Zero Shot Music Emotion Prediction

Paper • 2410.11522 • Published Oct 15, 2024 • 1

DART: Disentanglement of Accent and Speaker Representation in Multispeaker Text-to-Speech

Paper • 2410.13342 • Published Oct 17, 2024 • 1

Are We There Yet? A Brief Survey of Music Emotion Prediction Datasets, Models and Outstanding Challenges

Paper • 2406.08809 • Published Jun 13, 2024 • 1

MIRFLEX: Music Information Retrieval Feature Library for Extraction

Paper • 2411.00469 • Published Nov 1, 2024 • 1