The MERE Conference has become an annual tradition, showcasing the remarkable research work of students from the Master’s Programs in Sound and Music Computing, Intelligent and Interactive Systems, and Computational Biomedical Engineering at Pompeu Fabra University. Building upon the success of previous conferences, the MERE 2022 edition continues to embrace the spirit of inquiry and critical thinking, fostering a vibrant environment for scientific exploration and scholarly discourse. In line with our commitment to the advancement of scientific practice, the MERE conference in 2022 is shaped by the outcomes of the “Meta Research Project,” an integrative assessment that examines how to conduct research on research. By adopting an empirical perspective, students have formula- ted short research projects, rigorously working on data collection, analysis, and paper writing, and finally submitting their work to the MERE conference. A total of 20 manuscripts were submitted and defended during the MERE conference. This proceedings book presents a selection of the papers that have successfully completed the evaluation process. We would like to express our sincere gratitude to each of the students enrolled in the Research Methods course and participating in the MERE Conference. Your passion for research contributes to the collective knowledge and growth of our academic community. May the MERE conference serve as a catalyst for further exploration, encouraging you to push the boundaries of knowledge and make meaningful contributions to our respective fields.