Eita Nakamura
Biographic Data
| ID | 3820648 |
|---|---|
| NAME | Eita Nakamura |
| GIVEN NAMES | Eita |
| FAMILY NAME | Nakamura |
| SIGNATURE | NAKAMURA E |
| AFFILIATIONS | Kyoto University |
| ORCID | 0000-0003-4097-6027 |
| VERIFIED | Yes |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 1 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2018 |
| LATEST PUBLICATION YEAR | 2018 |
| H-INDEX | 0 |
Generative statistical models with self-emergent grammar of chord sequences
Generative statistical models of chord sequences play crucial roles in music processing. To capture syntactic similarities among certain chords (e.g. in C major key, between G and G7 and between F and Dm), we study hidden Markov models and probabilistic context-free grammar models with latent variables describing syntactic categories of chord symbols and their unsupervised learning techniques for inducing the latent grammar from data. Surprisingl…
No prominent works on this page.
Generative statistical models with self-emergent grammar of chord sequences
Generative statistical models of chord sequences play crucial roles in music processing. To capture syntactic similarities among certain chords (e.g. in C major key, between G and G7 and between F and Dm), we study hidden Markov models and probabilistic context-free grammar models with latent variables describing syntactic categories of chord symbols and their unsupervised learning techniques for inducing the latent grammar from data. Surprisingl…
Animal Vocal Communication and Behavior (1 work) · Artificial Intelligence (1 work) · Computer Science (1 work) · Generative grammar (1 work) · Grammar (1 work) · Hidden Markov model (1 work) · Linguistics (1 work) · Machine learning (1 work) · Markov chain (1 work) · Markov model (1 work)