Cover Image

Modulation Discovery with Differentiable Digital Signal Processing

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Mitcheltree, Christopher, Tan, Hao Hao, Reiss, Joshua D.
Format:	Preprint
Published:	2025
Subjects:	Sound Machine Learning Audio and Speech Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Differentiable All-pole Filters for Time-varying Audio Systems
by: Yu, Chin-Yun, et al.
Published: (2024)

SCRAPL: Scattering Transform with Random Paths for Machine Learning
by: Mitcheltree, Christopher, et al.
Published: (2026)

LACTOSE: Linear Array of Conditions, TOpologies with Separated Error-backpropagation -- The Differentiable "IF" Conditional for Differentiable Digital Signal Processing
by: Clarke, Christopher Johann
Published: (2025)

Differentiable Black-box and Gray-box Modeling of Nonlinear Audio Effects
by: Comunità, Marco, et al.
Published: (2025)

Voice Signal Processing for Machine Learning. The Case of Speaker Isolation
by: Ganchev, Radan
Published: (2024)

Improving Neural Pitch Estimation with SWIPE Kernels
by: Marttila, David, et al.
Published: (2025)

Learning Vocal-Tract Area and Radiation with a Physics-Informed Webster Model
by: Lu, Minhui, et al.
Published: (2026)

Comparative Analysis of Mel-Frequency Cepstral Coefficients and Wavelet Based Audio Signal Processing for Emotion Detection and Mental Health Assessment in Spoken Speech
by: Agbo, Idoko, et al.
Published: (2024)

Learning Control of Neural Sound Effects Synthesis from Physically Inspired Models
by: Zong, Yisu, et al.
Published: (2025)

Diff-MST: Differentiable Mixing Style Transfer
by: Vanka, Soumya Sai, et al.
Published: (2024)

Gradient-based Optimisation of Modulation Effects
by: Carson, Alistair, et al.
Published: (2026)

Mixture-of-Experts Framework for Field-of-View Enhanced Signal-Dependent Binauralization of Moving Talkers
by: Mittal, Manan, et al.
Published: (2025)

Neutone SDK: An Open Source Framework for Neural Audio Processing
by: Mitcheltree, Christopher, et al.
Published: (2025)

VoxGenesis: Unsupervised Discovery of Latent Speaker Manifold for Speech Synthesis
by: Lin, Weiwei, et al.
Published: (2024)

Underwater Acoustic Signal Recognition Based on Salient Feature
by: Chen, Minghao
Published: (2023)

Focal Modulation Networks for Interpretable Sound Classification
by: Della Libera, Luca, et al.
Published: (2024)

The Rarity of Musical Audio Signals Within the Space of Possible Audio Generation
by: Collins, Nick
Published: (2024)

Enhancing Speech Emotion Recognition Through Differentiable Architecture Search
by: Rajapakshe, Thejan, et al.
Published: (2023)

Symbolic Music Generation with Non-Differentiable Rule Guided Diffusion
by: Huang, Yujia, et al.
Published: (2024)

Active Restoration of Lost Audio Signals Using Machine Learning and Latent Information
by: Cheddad, Zohra Adila, et al.
Published: (2021)

Improving Generalization for AI-Synthesized Voice Detection
by: Ren, Hainan, et al.
Published: (2024)

An AI-Driven Approach to Wind Turbine Bearing Fault Diagnosis from Acoustic Signals
by: Wang, Zhao, et al.
Published: (2024)

A Differentiable Alignment Framework for Sequence-to-Sequence Modeling via Optimal Transport
by: Kaloga, Yacouba, et al.
Published: (2025)

Ultra-lightweight Neural Differential DSP Vocoder For High Quality Speech Synthesis
by: Agrawal, Prabhav, et al.
Published: (2024)

Detection of Electric Motor Damage Through Analysis of Sound Signals Using Bayesian Neural Networks
by: Bauer, Waldemar, et al.
Published: (2024)

Spectrotemporal Modulation: Efficient and Interpretable Feature Representation for Classifying Speech, Music, and Environmental Sounds
by: Chang, Andrew, et al.
Published: (2025)

Adapting Automatic Speech Recognition for Accented Air Traffic Control Communications
by: Wee, Marcus Yu Zhe, et al.
Published: (2025)

Detecting Throat Cancer from Speech Signals using Machine Learning: A Scoping Literature Review
by: Paterson, Mary, et al.
Published: (2023)

Monaural Speech Enhancement with Complex Convolutional Block Attention Module and Joint Time Frequency Losses
by: Zhao, Shengkui, et al.
Published: (2021)

Revisit Modality Imbalance at the Decision Layer
by: Ma, Xiaoyu, et al.
Published: (2025)

Neural Edge Histogram Descriptors for Underwater Acoustic Target Recognition
by: Agashe, Atharva, et al.
Published: (2025)

Data-Driven Room Acoustic Modeling Via Differentiable Feedback Delay Networks With Learnable Delay Lines
by: Mezza, Alessandro Ilic, et al.
Published: (2024)

Few-Shot Speech Deepfake Detection Adaptation with Gaussian Processes
by: Glazer, Neta, et al.
Published: (2025)

Audio Processing using Pattern Recognition for Music Genre Classification
by: Chatterjee, Sivangi, et al.
Published: (2024)

From Diet to Free Lunch: Estimating Auxiliary Signal Properties using Dynamic Pruning Masks in Speech Enhancement Networks
by: Miccini, Riccardo, et al.
Published: (2026)

COVID-19 Detection System: A Comparative Analysis of System Performance Based on Acoustic Features of Cough Audio Signals
by: Shati, Asmaa, et al.
Published: (2023)

Modulating State Space Model with SlowFast Framework for Compute-Efficient Ultra Low-Latency Speech Enhancement
by: Cheng, Longbiao, et al.
Published: (2024)

Recurrence-Based Nonlinear Vocal Dynamics as Digital Biomarkers for Depression Detection from Conversational Speech
by: Samanta, Himadri S
Published: (2026)

DiarizationLM: Speaker Diarization Post-Processing with Large Language Models
by: Wang, Quan, et al.
Published: (2024)

Meta-Learning in Audio and Speech Processing: An End to End Comprehensive Review
by: Raimon, Athul, et al.
Published: (2024)