Search Results - "Della Libera, Luca"

Audio Editing with Non-Rigid Text Prompts by Paissan, Francesco, Della Libera, Luca, Wang, Zhepei, Ravanelli, Mirco, Smaragdis, Paris, Subakan, Cem

“…In this paper, we explore audio-editing with non-rigid text edits. We show that the proposed editing pipeline is able to create audio edits that remain…”
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Music and national identity in early modern Rome by Della Libera, Luca

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Nuovi documenti biografici su Alessandro Scarlatti e la sua famiglia by Libera, Luca Della

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CL-MASR: A Continual Learning Benchmark for Multilingual ASR by Libera, Luca Della, Mousavi, Pooneh, Zaiem, Salah, Subakan, Cem, Ravanelli, Mirco

“…Modern multilingual automatic speech recognition (ASR) systems like Whisper have made it possible to transcribe audio in multiple languages with a single…”
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Resource-Efficient Separation Transformer by Della Libera, Luca, Subakan, Cem, Ravanelli, Mirco, Cornell, Samuele, Lepoutre, Frederic, Grondin, Francois

“…Transformers have recently achieved state-of-the-art performance in speech separation. These models, however, are computationally demanding and require a lot…”
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Soft Actor-Critic with Beta Policy via Implicit Reparameterization Gradients by Della Libera, Luca

“…Recent advances in deep reinforcement learning have achieved impressive results in a wide range of complex tasks, but poor sample efficiency remains a major…”
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Focal Modulation Networks for Interpretable Sound Classification by Libera, Luca Della, Subakan, Cem, Ravanelli, Mirco

“…The increasing success of deep neural networks has raised concerns about their inherent black-box nature, posing challenges related to interpretability and…”
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Nuovi documenti biografici su Alessandro Scarlatti e la sua famiglia by Libera, Luca Della

“…Libera considers these newly recovered biographical documents on Italian Baroque composer Alessandro Scarlatti: letters between Scarlatti and Prince Ferdinando…”
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Focal Modulation Networks for Interpretable Sound Classification by Della Libera, Luca, Subakan, Cem, Ravanelli, Mirco

“…The increasing success of deep neural networks has raised concerns about their inherent black-box nature, posing challenges related to interpretability and…”
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A Comparative Study between Bayesian and Frequentist Neural Networks for Remaining Useful Life Estimation in Condition-Based Maintenance by Della Libera, Luca

“…In the last decade, deep learning (DL) has outperformed model-based and statistical approaches in predicting the remaining useful life (RUL) of machinery in…”
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Listenable Maps for Zero-Shot Audio Classifiers by Paissan, Francesco, Della Libera, Luca, Ravanelli, Mirco, Subakan, Cem

“…Interpreting the decisions of deep learning models, including audio classifiers, is crucial for ensuring the transparency and trustworthiness of this…”
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Masses for the Eternal City by Della Libera, Luca

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L'ATTIVITÀ MUSICALE NELLA BASILICA DI S. LORENZO IN DAMASO NEL CINQUECENTO by Della Libera, Luca

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DASB - Discrete Audio and Speech Benchmark by Mousavi, Pooneh, Della Libera, Luca, Duret, Jarod, Ploujnikov, Artem, Subakan, Cem, Ravanelli, Mirco

“…Discrete audio tokens have recently gained considerable attention for their potential to connect audio and language processing, enabling the creation of modern…”
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How Should We Extract Discrete Audio Tokens from Self-Supervised Models? by Mousavi, Pooneh, Duret, Jarod, Zaiem, Salah, Della Libera, Luca, Ploujnikov, Artem, Subakan, Cem, Ravanelli, Mirco

“…Discrete audio tokens have recently gained attention for their potential to bridge the gap between audio and language processing. Ideal audio tokens must…”
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Bayesian Deep Learning for Remaining Useful Life Estimation via Stein Variational Gradient Descent by Della Libera, Luca, Andreoli, Jacopo, Pezze, Davide Dalle, Ravanelli, Mirco, Susto, Gian Antonio

“…A crucial task in predictive maintenance is estimating the remaining useful life of physical systems. In the last decade, deep learning has improved…”
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Warren Kirkendale: ottant'anni tra passione ed ethos by Della Libera, Luca

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Warren Kirkendale: ottant'anni tra passione ed ethos by Della Libera, Luca

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CL-MASR: A Continual Learning Benchmark for Multilingual ASR by Della Libera, Luca, Mousavi, Pooneh, Zaiem, Salah, Subakan, Cem, Ravanelli, Mirco

“…Modern multilingual automatic speech recognition (ASR) systems like Whisper have made it possible to transcribe audio in multiple languages with a single…”
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How to Choose a Reinforcement-Learning Algorithm by Bongratz, Fabian, Golkov, Vladimir, Mautner, Lukas, Della Libera, Luca, Heetmeyer, Frederik, Czaja, Felix, Rodemann, Julian, Cremers, Daniel

“…The field of reinforcement learning offers a large variety of concepts and methods to tackle sequential decision-making problems. This variety has become so…”
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