Stanford Seminar - Audio Research: Transformers for Applications in Audio, Speech and Music
Stanford University
60 Cours
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Aperçu
Titre du cours : Stanford Seminar - Recherche Audio : Transformateurs pour Applications dans l'Audio, la Parole et la Musique
Description : Ce cours vise à enseigner aux apprenants les applications des transformateurs dans l'audio, la parole et la musique. Les résultats d'apprentissage incluent la compréhension de l'utilisation des transformateurs pour la musique et l'audio, la synthèse audio brute, l'amélioration des modèles de transformateurs, et l'utilisation de l'apprentissage génératif et contrastif des représentations audio. Le cours couvre des compétences telles que le travail avec les spectrogrammes, les techniques de synthèse audio brute, et la combinaison de la Quantification Vectorielle avec des auto-encodeurs et des transformateurs. La méthode d'enseignement implique un format de séminaire avec un accent sur la présentation des résultats de recherche et des méthodologies. Ce cours est destiné aux personnes intéressées par le traitement audio, l'apprentissage automatique, et les applications de l'intelligence artificielle dans le domaine de l'audio.
Université : Université de Stanford
Fournisseur : Université de Stanford
Catégories : Cours d'Intelligence Artificielle, Cours d'Apprentissage Automatique, Cours d'Ingénierie Audio
