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Artificial Intelligence
CRG-MGAN: A Speech Enhancement Algorithm Based on GAN
2024
<title>Abstract</title> Transformer can be effectively applied to speech enhancement tasks based on Generative Adversarial Network (GAN). However, it still remains challenging to extract temporal dependencies within the signal sequence features as well as to …
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Artificial Intelligence

Intelligence of machines

Artificial intelligence (AI) is the capability of computational systems to perform tasks typically associated with human intelligence, such as learning, reasoning, problem-solving, perception, and decision-making. It is a field of research in computer science that develops and studies methods and software that enable machines to perceive their environment and use learning and intelligence to take actions that maximize their chances of achieving defined goals.

High-profile applications of AI include advanced web search engines (e.g., Google Search); recommendation systems (used by YouTube, Amazon, and Netflix); virtual assistants (e.g., Google Assistant, Siri, and Alexa); autonomous vehicles (e.g., Waymo); generative and creative tools (e.g.

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CRG-MGAN: A Speech Enhancement Algorithm Based on GAN
2024
<title>Abstract</title> Transformer can be effectively applied to speech enhancement tasks based on Generative Adversarial Network (GAN). However, it still remains challenging to extract temporal dependencies within the signal sequence features as well as to improve training stability. To address these issues, a new light-weight network is proposed for speech enhancement in the time-frequency domain named CRG-MGAN. It is a type of MetricGAN based on convolution and recurrent-augmented spatially gated attention. In…
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Thomas Pesquet
Computer Science
Transformer
Algorithm
Voltage
Engineering
Electrical Engineering