Tootfinder

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Gioachino Rossini, Orchestra of the Academy of Santa Cecilia, Rome & Sir Antonio Pappano:
🎵 William Tell (Overture)
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Benchmarking Time-localized Explanations for Audio Classification Models
Cecilia Bola\~nos, Leonardo Pepino, Martin Meza, Luciana Ferrer
https://arxiv.org/abs/2506.04391

Benchmarking Time-localized Explanations for Audio Classification Models
Most modern approaches for audio processing are opaque, in the sense that they do not provide an explanation for their decisions. For this reason, various methods have been proposed to explain the outputs generated by these models. Good explanations can result in interesting insights about the data or the model, as well as increase trust in the system. Unfortunately, evaluating the quality of explanations is far from trivial since, for most tasks, there is no clear ground truth explanation to u…

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Nicola Piovani, Archi di Santa Cecilia & Luigi Piovano:
🎵 Buongiorno Principessa (La vita è bella)
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Ruggero Leoncavallo, Jonas Kaufmann, Orchestra of the Academy of Santa Cecilia, Rome & Sir Antonio Pappano:
🎵 Testa adorata (La Bohème)
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Giacomo Puccini, Jonas Kaufmann, Kristine Opolais, Orchestra of the Academy of Santa Cecilia, Rome & Sir Antonio Pappano:
🎵 O Soave Fanciulla (La Bohème)
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🇺🇦 #NowPlaying on BBCRadio3's #EssentialClassics
Gioachino Rossini, Orchestra of the Academy of Santa Cecilia & Sir Antonio Pappano:
🎵 The Barber of Seville (Overture)
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