Cover Image

Neural Proxies for Sound Synthesizers: Learning Perceptually Informed Preset Representations

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Combes, Paolo, Weinzierl, Stefan, Obermayer, Klaus
Format:	Preprint
Published:	2025
Subjects:	Sound Machine Learning Audio and Speech Processing 68T07 H.5.5; J.5; I.5.4
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

The evolution of inharmonicity and noisiness in contemporary popular music
by: Deruty, Emmanuel, et al.
Published: (2024)

Improving Cross-Lingual Phonetic Representation of Low-Resource Languages Through Language Similarity Analysis
by: Kim, Minu, et al.
Published: (2025)

HELIX: Scaling Raw Audio Understanding with Hybrid Mamba-Attention Beyond the Quadratic Limit
by: Khushiyant, et al.
Published: (2026)

Quantum-Enhanced Analysis and Grading of Vocal Performance
by: Agarwal, Rohan
Published: (2025)

ParaNoise-SV: Integrated Approach for Noise-Robust Speaker Verification with Parallel Joint Learning of Speech Enhancement and Noise Extraction
by: Kim, Minu, et al.
Published: (2025)

Audio Foundation Models Outperform Symbolic Representations for Piano Performance Evaluation
by: Dhiman, Jai
Published: (2026)

Machine Learning Framework for Audio-Based Content Evaluation using MFCC, Chroma, Spectral Contrast, and Temporal Feature Engineering
by: Aristorenas, Aris J.
Published: (2024)

Revisiting SSL for sound event detection: complementary fusion and adaptive post-processing
by: Cui, Hanfang, et al.
Published: (2025)

Joint Estimation of Piano Dynamics and Metrical Structure with a Multi-task Multi-Scale Network
by: He, Zhanhong, et al.
Published: (2025)

Understanding the Algorithm Behind Audio Key Detection
by: Silva, Henrique Perez G.
Published: (2025)

Make Some Noise: Towards LLM audio reasoning and generation using sound tokens
by: Mehta, Shivam, et al.
Published: (2025)

SemAlignVC: Enhancing zero-shot timbre conversion using semantic alignment
by: Mehta, Shivam, et al.
Published: (2025)

Automatic Album Sequencing
by: Herrmann, Vincent, et al.
Published: (2024)

SeamlessEdit: Background Noise Aware Zero-Shot Speech Editing with in-Context Enhancement
by: Chen, Kuan-Yu, et al.
Published: (2025)

Reciprocal Latent Fields for Precomputed Sound Propagation
by: Seuté, Hugo, et al.
Published: (2026)

SonicMaster: Towards Controllable All-in-One Music Restoration and Mastering
by: Melechovsky, Jan, et al.
Published: (2025)

Crossing the Species Divide: Transfer Learning from Speech to Animal Sounds
by: Cauzinille, Jules, et al.
Published: (2025)

Score Distillation Sampling for Audio: Source Separation, Synthesis, and Beyond
by: Richter-Powell, Jessie, et al.
Published: (2025)

Should you use a probabilistic duration model in TTS? Probably! Especially for spontaneous speech
by: Mehta, Shivam, et al.
Published: (2024)

MAIN-VC: Lightweight Speech Representation Disentanglement for One-shot Voice Conversion
by: Li, Pengcheng, et al.
Published: (2024)

Prevailing Research Areas for Music AI in the Era of Foundation Models
by: Wei, Megan, et al.
Published: (2024)

An audio-to-analysis pipeline with certified transcription for information-theoretic profiling of the piano repertoire
by: Jalbert-Desforges, Fred
Published: (2026)

Matlab-based Epoch Extraction for Speaker Differentiation
by: Li, Kunlun, et al.
Published: (2024)

STRUM: A Spectral Transcription and Rhythm Understanding Model for End-to-End Generation of Playable Rhythm-Game Charts
by: Opria, Joshua
Published: (2026)

SoundPlot: An Open-Source Framework for Birdsong Acoustic Analysis and Neural Synthesis with Interactive 3D Visualization
by: Mehdi, Naqcho Ali, et al.
Published: (2026)

Music Tempo Estimation on Solo Instrumental Performance
by: He, Zhanhong, et al.
Published: (2025)

Generation of Musical Timbres using a Text-Guided Diffusion Model
by: Yuan, Weixuan, et al.
Published: (2025)

Self-Improvement for Audio Large Language Model using Unlabeled Speech
by: Wang, Shaowen, et al.
Published: (2025)

OBHS: An Optimized Block Huffman Scheme for Real-Time Audio Compression
by: Mahfi, Muntahi Safwan, et al.
Published: (2025)

Window Size Versus Accuracy Experiments in Voice Activity Detectors
by: McKinnon, Max, et al.
Published: (2026)

APEX: Large-scale Multi-task Aesthetic-Informed Popularity Prediction for AI-Generated Music
by: Husain, Jaavid Aktar, et al.
Published: (2026)

Graph Connectionist Temporal Classification for Phoneme Recognition
by: Grafé, Henry, et al.
Published: (2025)

Matcha-TTS: A fast TTS architecture with conditional flow matching
by: Mehta, Shivam, et al.
Published: (2023)

Dichotic harmony for the musical practice
by: Madgazin, Vadim R.
Published: (2010)

BMdataset: A Musicologically Curated LilyPond Dataset
by: Spanio, Matteo, et al.
Published: (2026)

acoupi: An Open-Source Python Framework for Deploying Bioacoustic AI Models on Edge Devices
by: Vuilliomenet, Aude, et al.
Published: (2025)

The Concatenator: A Bayesian Approach To Real Time Concatenative Musaicing
by: Tralie, Christopher, et al.
Published: (2024)

Adaptable Symbolic Music Infilling with MIDI-RWKV
by: Zhou-Zheng, Christian, et al.
Published: (2025)

Guitar Tone Morphing by Diffusion-based Model
by: Chen, Kuan-Yu, et al.
Published: (2025)

Bloodroot: When Watermarking Turns Poisonous For Stealthy Backdoor
by: Chen, Kuan-Yu, et al.
Published: (2025)