Explore current trends in speaker verification and learn techniques for extracting speaker-related representations from speech in this 2-hour lecture from the JSALT 2025 workshop. Delve into state-of-the-art methods and approaches used in speaker recognition systems, covering the latest developments in the field of speech processing and biometric authentication. Examine various computational techniques for analyzing and identifying unique vocal characteristics that distinguish individual speakers. Access comprehensive slides that accompany Olda Plchot's presentation, providing detailed insights into modern speaker verification methodologies and their practical applications in speech technology.