Papers Pitch Classification

“Pitch Classification” 태그가 달린 논문 3편 · 필터 해제

AnCoGen: Analysis, Control and Generation of Speech with a Masked Autoencoder

2025-01-09 · Samir Sadok, Simon Leglaive, Laurent Girin, Gaël Richard 외

This article introduces AnCoGen, a novel method that leverages a masked autoencoder to unify the analysis, control, and generation of speech signals within a single model. AnCoGen can analyze speech by estimating key att…

Pitch Classification Pitch control Resynthesis Speech Enhancement+1

The Efficacy of Self-Supervised Speech Models for Audio Representations

2022-09-26 · Tung-Yu Wu, Chen-An Li, Tzu-Han Lin, Tsu-Yuan Hsu 외

Self-supervised learning (SSL) speech models, which can serve as powerful upstream models to extract meaningful speech representations, have achieved unprecedented success in speech representation learning. However, thei…

Onset Detection Pitch Classification Representation Learning Self-Supervised Learning+1

EfficientLEAF: A Faster LEarnable Audio Frontend of Questionable Use

2022-07-12 · Jan Schlüter, Gerald Gutenbrunner

In audio classification, differentiable auditory filterbanks with few parameters cover the middle ground between hard-coded spectrograms and raw audio. LEAF (arXiv:2101.08596), a Gabor-based filterbank combined with Per-…

Audio Classification Classification Instrument Recognition Pitch Classification+1