ABSTRACT: The study adapts several machine-learning and deep-learning architectures to recognize 63 traditional instruments in weakly labelled, polyphonic audio synthesized from the proprietary Sound ...

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The Nature Index 2025 Research Leaders — previously known as Annual Tables — reveal the leading institutions and countries/territories in the natural and health sciences, according to their output in ...

Abstract: The Lempel-Ziv-Welch (LZW) algorithm achieves outstanding performance and is widely used in text encoding. However, when the bit-width for each code is limited and the amount of data to be ...

Abstract: The rapid development of information technology has brought tremendous pressure to data transmission and compression, so data compression has great significance. Data compression before ...

Holy Cross Energy brings NREL algorithms out of the lab and into homes, setting a national example for grid control. Nearly every major U.S. city has set renewable energy goals that will require ...

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