[HTML][HTML] Refining a deep learning-based formant tracker using linear prediction methods

P Alku, SR Kadiri, D Gowda - Computer Speech & Language, 2023 - Elsevier
In this study, formant tracking is investigated by refining the formants tracked by an existing
data-driven tracker, DeepFormants, using the formants estimated in a model-driven manner …

[HTML][HTML] 基于SE-TCN 的一维低采样卫星帆板温度遥测数据插补方法

许凯凯, 张锐 - 2023 - html.rhhz.net
针对因入境时间短, 组帧错误等原因导致的卫星帆板温度遥测数据缺失问题,
提出一种基于引入注意力机制的时间卷积网络(SE-TCN) 的自回归预测方法 …

[PDF][PDF] Articulatory copy synthesis based on the speech synthesizer vocaltractlab

Y Gao - 2022 - core.ac.uk
Speech is the most common mode of human communication. As shown in Figure 1.1, the
process of communication involves three main events: the production of speech, the …

Formant estimation and tracking using probabilistic heat-maps

Y Shrem, F Kreuk, J Keshet - arXiv preprint arXiv:2206.11632, 2022 - arxiv.org
Formants are the spectral maxima that result from acoustic resonances of the human vocal
tract, and their accurate estimation is among the most fundamental speech processing …

[PDF][PDF] Identification of F1 and F2 in Speech Using Modified Zero Frequency Filtering.

RS Prasad, M Magimai-Doss - Interspeech, 2021 - isca-archive.org
Formants are major resonances in the vocal tract system. Identification of formants is
important for study of speech. In the literature, formants are typically identified by first …

Advancing DDoS Detection in 5GNetworks Through Machine Learningand Deep Learning Techniques

STR Bomidika - 2024 - diva-portal.org
This thesis explores the development and validation of advanced Machine Learning (ML)
and Deep Learning (DL) algorithms for detecting Distributed Denial of Service (DDoS) …

Gated bilinear networks for vowel formant estimation

W Dai, Z Hua, J Zhang, Y Xie… - … Conference on Asian …, 2020 - ieeexplore.ieee.org
Formant estimation from vowel segments, is very useful for linguistic purposes. Traditionally,
formants are estimated using classical signal processing methods and statistical models …

[PDF][PDF] Estimating Vocal Tract Resonances of Synthesized High-Pitched Vowels Using CNN

I Mikuöová - 2021 - scholar.archive.org
In speaking or singing, a source sound coming from the larynx is filtered by the vocal tract.
Formants, the peaks of the resulting spectrum, determine the vowel and the timbre of the …

An interpolation method for temperature telemetry data of one-dimensional low-sampling satellite panel based on SE-TCN

XU Kaikai, Z Rui - Journal of University of Chinese Academy of Sciences - journal.ucas.ac.cn
This paper proposes an autoregressive prediction method based on time convolutional
network with attentional mechanism (time convolution network with squeeze and excitation …

[PDF][PDF] Data-driven Stimulus Continuum Generation with Variational Autoencoder

Z Li, Y Zhang, D Ke, B Lin, Y Xie - Journal Not Specified, 2021 - abel1802.github.io
Creating stimuli for studies on the categorical perception of speech sounds involves 4
manual manipulation of acoustic parameters (eg, pitch contours for lexical tone perception, 5 …