School / Prep
ENSEIRB-MATMECA
Internal code
EI9IT313
Description
* High-level descriptor extraction and encoding for machine learning (vector segmentation, tokenization)* Stylistic classification and structure detection (logistic regression, HMMs, MLP, RNNs)* Content generation (Markov chains, RNNs)* Other machine learning techniques in the field of Music Information Retrieval* Completion of a project implementing the concepts studied.
Teaching hours
- CIIntegrated Courses15h
Assessment of knowledge
Initial assessment / Main session - Tests
Type of assessment | Type of test | Duration (in minutes) | Number of tests | Test coefficient | Eliminatory mark in the test | Remarks |
---|---|---|---|---|---|---|
Integral Continuous Control | Continuous control | 1 |
Second chance / Catch-up session - Tests
Type of assessment | Type of test | Duration (in minutes) | Number of tests | Test coefficient | Eliminatory mark in the test | Remarks |
---|---|---|---|---|---|---|
Project | Report | 0.5 |