Speaker: W. Fernando López Gavilánez. Abstract: High-quality data labeling from specific domains is costly and human time-consuming. In this work, we propose an iterative pseudo-forced alignment algorithm for long audio files with low-quality transcriptions. The alignments are iteratively done by… Read More
Differentially Private Fine-Tuning for Language Models
Speaker: Beltrán Labrador Serrano. Abstract: Based on https://arxiv.org/abs/2110.06500. In this talk we will comment the paper Differentially Private Fine-Tuning for Language Models, where the authors give simpler, sparser, and faster algorithms for differentially private fine-tuning of large-scale pre-trained language models,… Read More
Conformer Architecture for Sound Event Detection (DCASE)
Speaker: Sara Barahona Quirós. Abstract: Sound Event Detection is the task that is focused on automatizing the human’s ability of recognizing sound events in the environment. Over the last years, the creation of evaluations such as the Detection and Classification… Read More
AUDIAS PhD Students hired!
Sergio Álvarez-Balanya has recently been hired at Amazon (Barcelona) as an Applied Scientist. Pablo Ramírez-Hereza has recently been hired at the company Atos, in Madrid (Spain) as a full-time researcher working on Horizon Europe projects. Both started on late 2022.… Read More