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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Andrew C. Singer

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2 papers indexed here

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Aug 2026

Causal adaptive time-frequency analysis via Bayesian universal switching and time-domain aliasing

The short-time Fourier transform (STFT) is fundamentally limited by the Gabor uncertainty principle, requiring a global compromise between time and frequency resolution. Fixed-window analyses often obscure transient events with long windows or blur spectral features with short windows. This work presents the “Universal...

Manan Mittal, Kanad Sarkar, R. Corey et al. · 0 citations
#machine learning Preprint Aug 2026

MRMAD: A Multi-Round Multi-Audio Benchmark for Evaluating Acoustic Degradation Perception in Large Audio-Language Models

This work introduces MRMAD, a Multi-Round Multi-Audio Degradation benchmark for evaluating audio degradation perception and understanding in LALMs, and finds that current models often recognize coarse content while failing to diagnose, compare, or reason about degradations reliably.

Yi-Ze Li, Ning-Yuan Yang, Sile Yin et al. · 2 citations

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