28 July 2023

1. Giuseppe Concialdi. Ainur: Enhancing Vocal Quality through Lyrics-Audio Embeddings in Multimodal Deep Music Generation. Rel. Elena Maria Baralis, Eliana Pastor, Alkis Koudounas. Politecnico di Torino, Master of science program in Data Science And Engineering, 2023
   

   

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15 December 2023

1. Damiano Bonaccorsi. Speech-Text Cross-Modal Learning through Self-Attention Mechanisms. Rel. Eliana Pastor, Alkis Koudounas, Moreno La Quatra. Politecnico di Torino, Master of science program in Computer Engineering, 2023
   

   

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11 April 2024

1. Enrico Porcelli. Evaluation of the impact of the Multi-Head Attention algorithm in Music Source Separation. Rel. Eliana Pastor, Moreno La Quatra, Alkis Koudounas. Politecnico di Torino, Master of science program in Data Science And Engineering, 2024
   

   

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14 March 2025

1. Alessia Tortone. Inferenza bayesiana per l’inverse modeling dello spettro atmosferico di esopianeti = Bayesian inference for the inverse modeling of exoplanetary atmospheric spectra. Rel. Flavio Giobergia, Alkis Koudounas. Politecnico di Torino, Master of science program in Mathematical Engineering, 2025
   

   

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11 April 2025

1. Gabriele Tomatis. Can you hear what I’ve learned? Explaining audio transformer-based models through embedding sonification. Rel. Eliana Pastor, Alkis Koudounas. Politecnico di Torino, Master of science program in Computer Engineering, 2025
   

   

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2. Qingqing Liu. Exploring Deep Learning Techniques to Improve Voice Disorder Diagnoses. Rel. Tania Cerquitelli, Gabriele Ciravegna, Alkis Koudounas. Politecnico di Torino, Master of science program in Data Science And Engineering, 2025
   

   

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3. Leonardo Moraglia. Exploring incrementality in data subgroups for speech models. Rel. Eliana Pastor, Alkis Koudounas. Politecnico di Torino, Master of science program in Data Science And Engineering, 2025
   

   

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25 July 2025

1. Raul Gatto. Explainable AI for Speech Data: From words to phoneme. Rel. Eliana Pastor, Alkis Koudounas. Politecnico di Torino, Master of science program in Data Science And Engineering, 2025
   

   

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12 December 2025

1. Mohamad Samaei. Data Collection and Generation for Preference Alignment in Speech Language Models. Rel. Eliana Pastor, Alkis Koudounas. Politecnico di Torino, Master of science program in Data Science And Engineering, 2025
   
2. Vincenzo Montana. Human-Aligned Speech Language Models with Preference Alignment Data Collection. Rel. Eliana Pastor, Alkis Koudounas. Politecnico di Torino, Master of science program in Computer Engineering, 2025