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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
| Type of assessment | Nature of assessment | Duration (in minutes) | Number of tests | Evaluation coefficient | Eliminatory evaluation mark | Remarks |
|---|---|---|---|---|---|---|
| Integral Continuous Control | Continuous control | 1 |
Second chance / Catch-up session
| Type of assessment | Nature of assessment | Duration (in minutes) | Number of tests | Evaluation coefficient | Eliminatory evaluation mark | Remarks |
|---|---|---|---|---|---|---|
| Project | Report | 0.5 |