AUDIAS is a solid research group addressing challenging problems in speech, audio and temporal signals from deep foundations in machine learning and signal processing.
With a strong focus in technology transfer, AUDIAS has contributed for more than 20 years to the progress of speech and audio technologies and forensic science.
AUDIAS is currently focused in:
- Speech and language technologies.
- Audio event detection and music analytics.
- NLP and sequence (proteins, DNA) language modeling.
- Data science in industry, vehicles and biomedicine.
- Data intelligence in financial series.
- Inference and logical reasoning in forensic science.
The strengths of AUDIAS are summarized in:
- Continuous participation in international competitive evaluations of technology.
- Proprietary and autonomous ready-to-transfer technology implementations.
- Research stays of students and staff in top laboratories and companies world-wide.
- Hosting of international PhD students and researchers.
- Solid research and development long-term projects for PhD students.
- Challenging short-term projects for Master and Bachelor Thesis students.
- Highly-cited publications in top journal papers and international conferences.
- Open and collaborative culture among researchers and students (PhD, Master & Bachelor Thesis).
- State-of-the-art hardware (GPU and CPU high-performance computing and storage servers) and software (DNN & signal processing machinery, top development frameworks) for research and technology transference.
- Development of ad-hoc solutions to challenging problems, even in limited resources and/or autonomous (off-line) environments.
- More than two-decades-long solid record of successful transference of high-quality technologies to companies and institutions.