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This chapter explores the intersection of signal processing and transformers, covering time- and frequency-domain analyses. Applications in audio and speech processing, including recognition, classification, and synthesis, are examined. The chapter also discusses performance metrics, optimization strategies, and emerging topics like hybrid models for efficient signal analysis.

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Signal Analysis and Transformers

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  • 发表日期：

    2025年

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  • Pradeep Singh,
  • Balasubramanian Raman

摘要

This chapter explores the intersection of signal processing and transformers, covering time- and frequency-domain analyses. Applications in audio and speech processing, including recognition, classification, and synthesis, are examined. The chapter also discusses performance metrics, optimization strategies, and emerging topics like hybrid models for efficient signal analysis.