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Related Concept Videos

Electric Generator: Alternator01:25

Electric Generator: Alternator

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Electric generators induce an emf by rotating a coil in a magnetic field. A simple alternator is an AC generator that creates electrical energy that varies sinusoidally with time. A simple alternator consists of a conducting loop that is placed inside a uniform magnetic field. The loop is connected to split rings connected to the external circuit with the help of brushes.
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An alternator converts mechanical energy into electrical energy that varies sinusoidally, resulting in AC current. Meanwhile, a DC generator converts mechanical energy into electrical energy, which are DC pulses with the same polarity. The construction of a DC generator is similar to that of an alternator, except that the pair of slip rings is replaced by a single split ring, also called a commutator. The commutator functions like a periodic rotary switch; it changes the contacts with the...
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Van de Graaff Generator01:15

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Van de Graaff generators (or Van de Graaffs) are devices used to demonstrate high voltage due to static electricity that can also be used for research. Robert Van de Graaff first built one in 1931 (based on original suggestions by Lord Kelvin) for use in nuclear physics research.
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A simple pendulum consists of a small diameter ball suspended from a string, which has negligible mass but is strong enough to not stretch. In our daily life, pendulums have many uses, such as in clocks, on a swing set, and on a sinker on a fishing line. 
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Sound waves can be thought of as fluctuations in the pressure of a medium through which they propagate. Since the pressure also makes the medium's particles vibrate along its direction of motion, the waves can be modeled as the displacement of the medium's particles from their mean position.
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Pulse rhythm refers to the pattern of pulsations within specific intervals, offering valuable insights into the regularity or irregularity of the heart's beats as observed through the pattern of pulsation within specific intervals. A regular pulse exhibits a consistent heart rate with uniform waveforms and pulsation force, variations of which can be classified as normal, weak, or bounding.
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Generating rhythm game music with jukebox.

Nicholas Yan1

  • 1Farragut High School, Knoxville, TN, United States.

Frontiers in Artificial Intelligence
|July 22, 2024
PubMed
Summary

Artificial intelligence (AI) can mimic music styles, but human-generated music is preferred. AI shows potential as a collaborative music production tool.

Area of Science:

  • Music Technology
  • Artificial Intelligence
  • Cognitive Science

Background:

  • Music creation traditionally emphasizes human creativity and emotional expression.
  • Advancements in artificial intelligence (AI) enable music replication due to music's reliance on patterns and repetition.
  • AI models like Jukebox are being developed to generate human-like music.

Purpose of the Study:

  • To investigate the capability of Jukebox, an open-source neural network, in replicating artcore and orchestral music genres.
  • To compare human perception of AI-generated music versus human-generated music.
  • To assess AI's potential as a collaborative tool in music production.

Main Methods:

  • Utilized a Google Colab notebook for computational resources.
Keywords:
computational creativitygenerative artificial intelligencemusic technologymusical compositionpublic perceptionsurvey

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  • Sampled and extended 16 piano arrangements across artcore and orchestral genres using Jukebox.
  • Conducted a survey with a local youth orchestra to evaluate AI and human-generated music samples.

    • Main Results:

    • Human participants preferred human-generated music over AI-generated music.
    • Jukebox demonstrated a moderate capability in mimicking the styles of both artcore and orchestral genres.
    • AI-generated music received a slightly high rating, indicating some success in replication.

    Conclusions:

    • Despite limitations, Jukebox shows promise for AI in music production.
    • AI can serve as a valuable collaborative tool for musicians and producers.
    • Further research is needed to refine AI music generation capabilities.