Learning Nonlinear Dynamics in Physical Modelling Synthesis using Neural Ordinary Differential Equations
Fuente:
arXiv
Saved in:
| Main Authors: | Zheleznov, Victor, Bilbao, Stefan, Wright, Alec, King, Simon |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Stable Differentiable Modal Synthesis for Learning Nonlinear Dynamics
by: Zheleznov, Victor, et al.
Published: (2026)
by: Zheleznov, Victor, et al.
Published: (2026)
Gradient-based Optimisation of Modulation Effects
by: Carson, Alistair, et al.
Published: (2026)
by: Carson, Alistair, et al.
Published: (2026)
Resampling Filter Design for Multirate Neural Audio Effect Processing
by: Carson, Alistair, et al.
Published: (2025)
by: Carson, Alistair, et al.
Published: (2025)
Evaluation of Neural Surrogates for Physical Modelling Synthesis of Nonlinear Elastic Plates
by: Martin, Carlos De La Vega, et al.
Published: (2025)
by: Martin, Carlos De La Vega, et al.
Published: (2025)
Interpolation Filter Design for Sample Rate Independent Audio Effect RNNs
by: Carson, Alistair, et al.
Published: (2024)
by: Carson, Alistair, et al.
Published: (2024)
Sample Rate Independent Recurrent Neural Networks for Audio Effects Processing
by: Carson, Alistair, et al.
Published: (2024)
by: Carson, Alistair, et al.
Published: (2024)
Differentiable All-pole Filters for Time-varying Audio Systems
by: Yu, Chin-Yun, et al.
Published: (2024)
by: Yu, Chin-Yun, et al.
Published: (2024)
Ultra-lightweight Neural Differential DSP Vocoder For High Quality Speech Synthesis
by: Agrawal, Prabhav, et al.
Published: (2024)
by: Agrawal, Prabhav, et al.
Published: (2024)
Open-Amp: Synthetic Data Framework for Audio Effect Foundation Models
by: Wright, Alec, et al.
Published: (2024)
by: Wright, Alec, et al.
Published: (2024)
Modeling Analog Dynamic Range Compressors using Deep Learning and State-space Models
by: Yin, Hanzhi, et al.
Published: (2024)
by: Yin, Hanzhi, et al.
Published: (2024)
Anti-aliasing of neural distortion effects via model fine tuning
by: Carson, Alistair, et al.
Published: (2025)
by: Carson, Alistair, et al.
Published: (2025)
Singer Identity Representation Learning using Self-Supervised Techniques
by: Torres, Bernardo, et al.
Published: (2024)
by: Torres, Bernardo, et al.
Published: (2024)
Parametric Neural Amp Modeling with Active Learning
by: Grötschla, Florian, et al.
Published: (2025)
by: Grötschla, Florian, et al.
Published: (2025)
PBSCR: The Piano Bootleg Score Composer Recognition Dataset
by: Jain, Arhan, et al.
Published: (2024)
by: Jain, Arhan, et al.
Published: (2024)
Recurrence-Based Nonlinear Vocal Dynamics as Digital Biomarkers for Depression Detection from Conversational Speech
by: Samanta, Himadri S
Published: (2026)
by: Samanta, Himadri S
Published: (2026)
Towards Supervised Performance on Speaker Verification with Self-Supervised Learning by Leveraging Large-Scale ASR Models
by: Miara, Victor, et al.
Published: (2024)
by: Miara, Victor, et al.
Published: (2024)
Automatic Equalization for Individual Instrument Tracks Using Convolutional Neural Networks
by: Mockenhaupt, Florian, et al.
Published: (2024)
by: Mockenhaupt, Florian, et al.
Published: (2024)
Dynamic Gated Recurrent Neural Network for Compute-efficient Speech Enhancement
by: Cheng, Longbiao, et al.
Published: (2024)
by: Cheng, Longbiao, et al.
Published: (2024)
Learning Disentangled Audio Representations through Controlled Synthesis
by: Brima, Yusuf, et al.
Published: (2024)
by: Brima, Yusuf, et al.
Published: (2024)
Bayesian Learning for Deep Neural Network Adaptation
by: Xie, Xurong, et al.
Published: (2020)
by: Xie, Xurong, et al.
Published: (2020)
A Differentiable Alignment Framework for Sequence-to-Sequence Modeling via Optimal Transport
by: Kaloga, Yacouba, et al.
Published: (2025)
by: Kaloga, Yacouba, et al.
Published: (2025)
MiSTR: Multi-Modal iEEG-to-Speech Synthesis with Transformer-Based Prosody Prediction and Neural Phase Reconstruction
by: Al-Radhi, Mohammed Salah, et al.
Published: (2025)
by: Al-Radhi, Mohammed Salah, et al.
Published: (2025)
Continuous Autoregressive Modeling with Stochastic Monotonic Alignment for Speech Synthesis
by: Lin, Weiwei, et al.
Published: (2025)
by: Lin, Weiwei, et al.
Published: (2025)
Schrodinger Bridges Beat Diffusion Models on Text-to-Speech Synthesis
by: Chen, Zehua, et al.
Published: (2023)
by: Chen, Zehua, et al.
Published: (2023)
Data-Driven Room Acoustic Modeling Via Differentiable Feedback Delay Networks With Learnable Delay Lines
by: Mezza, Alessandro Ilic, et al.
Published: (2024)
by: Mezza, Alessandro Ilic, et al.
Published: (2024)
Reverse-Speech-Finder: A Neural Network Backtracking Architecture for Generating Alzheimer's Disease Speech Samples and Improving Diagnosis Performance
by: Li, Victor OK, et al.
Published: (2025)
by: Li, Victor OK, et al.
Published: (2025)
Sentiment analysis in non-fixed length audios using a Fully Convolutional Neural Network
by: García-Ordás, María Teresa, et al.
Published: (2024)
by: García-Ordás, María Teresa, et al.
Published: (2024)
Enhancing Speech Emotion Recognition using Dynamic Spectral Features and Kalman Smoothing
by: Hizabri, Marouane El, et al.
Published: (2026)
by: Hizabri, Marouane El, et al.
Published: (2026)
Modulation Discovery with Differentiable Digital Signal Processing
by: Mitcheltree, Christopher, et al.
Published: (2025)
by: Mitcheltree, Christopher, et al.
Published: (2025)
Point Neuron Learning: A New Physics-Informed Neural Network Architecture
by: Bi, Hanwen, et al.
Published: (2024)
by: Bi, Hanwen, et al.
Published: (2024)
Towards Efficient and Real-Time Piano Transcription Using Neural Autoregressive Models
by: Kwon, Taegyun, et al.
Published: (2024)
by: Kwon, Taegyun, et al.
Published: (2024)
LLark: A Multimodal Instruction-Following Language Model for Music
by: Gardner, Josh, et al.
Published: (2023)
by: Gardner, Josh, et al.
Published: (2023)
Whispy: Adapting STT Whisper Models to Real-Time Environments
by: Bevilacqua, Antonio, et al.
Published: (2024)
by: Bevilacqua, Antonio, et al.
Published: (2024)
Annotation-Free MIDI-to-Audio Synthesis via Concatenative Synthesis and Generative Refinement
by: Take, Osamu, et al.
Published: (2024)
by: Take, Osamu, et al.
Published: (2024)
Enhancing Speech Emotion Recognition Through Differentiable Architecture Search
by: Rajapakshe, Thejan, et al.
Published: (2023)
by: Rajapakshe, Thejan, et al.
Published: (2023)
Symbolic Music Generation with Non-Differentiable Rule Guided Diffusion
by: Huang, Yujia, et al.
Published: (2024)
by: Huang, Yujia, et al.
Published: (2024)
Generating Sample-Based Musical Instruments Using Neural Audio Codec Language Models
by: Nercessian, Shahan, et al.
Published: (2024)
by: Nercessian, Shahan, et al.
Published: (2024)
Learning and composing of classical music using restricted Boltzmann machines
by: Kobayashi, Mutsumi, et al.
Published: (2025)
by: Kobayashi, Mutsumi, et al.
Published: (2025)
AbsoluteNet: A Deep Learning Neural Network to Classify Cerebral Hemodynamic Responses of Auditory Processing
by: Adeli, Behtom, et al.
Published: (2025)
by: Adeli, Behtom, et al.
Published: (2025)
Diffusion Models for Audio Restoration
by: Lemercier, Jean-Marie, et al.
Published: (2024)
by: Lemercier, Jean-Marie, et al.
Published: (2024)
Similar Items
-
Stable Differentiable Modal Synthesis for Learning Nonlinear Dynamics
by: Zheleznov, Victor, et al.
Published: (2026) -
Gradient-based Optimisation of Modulation Effects
by: Carson, Alistair, et al.
Published: (2026) -
Resampling Filter Design for Multirate Neural Audio Effect Processing
by: Carson, Alistair, et al.
Published: (2025) -
Evaluation of Neural Surrogates for Physical Modelling Synthesis of Nonlinear Elastic Plates
by: Martin, Carlos De La Vega, et al.
Published: (2025) -
Interpolation Filter Design for Sample Rate Independent Audio Effect RNNs
by: Carson, Alistair, et al.
Published: (2024)