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相关概念视频

Perception of Sound Waves01:01

Perception of Sound Waves

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The human ear is not equally sensitive to all frequencies in the audible range. It may perceive sound waves with the same pressure but different frequencies as having different loudness. Moreover, the perception of sound waves depends on the health of an individual's ears, which decays with age. The health of one's ears may also be affected by regular exposure to loud noises.
The pitch of a sound depends on the frequency and the pressure amplitude of the source. Two sounds of the same...
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Properties of Fourier Transform II01:24

Properties of Fourier Transform II

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The Fourier Transform (FT) is an essential mathematical tool in signal processing, transforming a time-domain signal into its frequency-domain representation. This transformation elucidates the relationship between time and frequency domains through several properties, each revealing unique aspects of signal behavior.
The Frequency Shifting property of Fourier Transforms highlights that a shift in the frequency domain corresponds to a phase shift in the time domain. Mathematically, if x(t) has...
190
IR Spectrum Peak Splitting: Symmetric vs Asymmetric Vibrations01:08

IR Spectrum Peak Splitting: Symmetric vs Asymmetric Vibrations

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Identical bonds within a polyatomic group can stretch symmetrically (in-phase) or asymmetrically (out-of-phase). Similar to hydrogen bonding, these vibrations also influence the shape of the IR peak. Generally, asymmetric stretching frequencies are higher than symmetric stretching frequencies. For example, primary amines exhibit two distinct IR peaks between 3300–3500 cm−1 corresponding to the symmetric and asymmetric N-H stretching, while secondary amines exhibit a single...
953
Design Example01:23

Design Example

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The innovation of touch-tone telephony revolutionized the telecommunications industry by replacing the traditional rotary dial with a dual-tone multi-frequency (DTMF) signaling system. This system uses a matrix-style keypad with buttons arranged in four rows and three columns, creating 12 distinct signals each assigned to a pair of frequencies. Each button press results in a simultaneous generation of two sinusoidal tones – one from a low-frequency group (697 to 941 Hz) and one from a...
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Double Resonance Techniques: Overview01:12

Double Resonance Techniques: Overview

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Double resonance techniques in Nuclear Magnetic Resonance (NMR) spectroscopy involve the simultaneous application of two different frequencies or radiofrequency pulses to manipulate and observe two distinct nuclear spins. One important application of double resonance is spin decoupling, which selectively suppresses coupling with one type of nucleus while observing the NMR signal from another nucleus, simplifying the spectrum and enhancing resolution.
Spin decoupling is usually achieved by...
192
Doppler Effect - II01:05

Doppler Effect - II

3.4K
The Doppler effect has several practical, real-world applications. For instance, meteorologists use Doppler radars to interpret weather events based on the Doppler effect. Typically, a transmitter emits radio waves at a specific frequency toward the sky from a weather station. The radio waves bounce off the clouds and precipitation and travel back to the weather station. The radio frequency of the waves reflected back to the station appears to decrease if the clouds or precipitation are moving...
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相关实验视频

Updated: Jun 16, 2025

Synthetic, Multi-Layer, Self-Oscillating Vocal Fold Model Fabrication
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Synthetic, Multi-Layer, Self-Oscillating Vocal Fold Model Fabrication

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音乐音色风格转移与扩散模型.

Hong Huang1, Junfeng Man2,3, Luyao Li1

  • 1School of Computer Science, Hunan University of Technology, Zhuzhou, China.

PeerJ. Computer science
|August 15, 2024
PubMed
概括
此摘要是机器生成的。

这项研究引入了一种用于音频音色转移的新型扩散模型,通过保留音乐元素来提高声音质量. 这种新方法有效地提高了一对一和多对多的印章转移任务.

关键词:
在CQT光谱图中.不同波浪的差分波浪.扩散模型是一个扩散模型.音标风格转移转移的音标.

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Mapping the After-effects of Theta Burst Stimulation on the Human Auditory Cortex with Functional Imaging
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相关实验视频

Last Updated: Jun 16, 2025

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Author Spotlight: Investigating the Impact of Emotional Prosodies on Voice Recognition and Perception
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Mapping the After-effects of Theta Burst Stimulation on the Human Auditory Cortex with Functional Imaging
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Mapping the After-effects of Theta Burst Stimulation on the Human Auditory Cortex with Functional Imaging

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科学领域:

  • 音频信号处理 音频信号处理
  • 机器学习 机器学习
  • 数字音乐 数字音乐 数字音乐

背景情况:

  • 音调转移旨在改变音频样本的乐器特征,同时保持音调和旋律.
  • 现有的方法,通常使用图像到图像的风格转移,产生不满意的结果与波形文物.
  • 扩散模型擅长生成高质量的图像,为音频合成提供了一个有前途的途径.

研究的目的:

  • 用扩散模型开发一种先进的音色传输技术.
  • 克服当前模型的局限性,这些模型生成与无关波形相关的音频.
  • 为了实现高保真度音色传输,同时保持原始音频特性.

主要方法:

  • 音频波形转换为常量Q变换 (CQT) 谱图.
  • 图像到图像转换技术应用于CQT光谱图进行音标传输.
  • DiffWave模型用于将修改后的CQT光谱图重建回音频波形.

主要成果:

  • 拟议的基于扩散的模型在一对一和多对多的音色转移任务中表现出卓越的性能.
  • 实验结果显示,与基线音色转移模型相比,显著改善.
  • 生成的音频样本显示出更好的质量和音乐元素的保存.

结论:

  • 扩散模型为高质量的音频音色转移提供了一个有希望的方法.
  • 这种技术推进了音乐音频操纵的最先进技术.
  • 该方法有效地解决了在音色转换期间保持音频真实性的挑战.