-
[Day82] 음악을 만드는 인공지능AIFFEL Life 2020. 12. 26. 21:34
아이펠 교육 과정은 크게 3단계로 나눠져 있는데요. 기초이론 / 실습 / 심화과정 이렇게 구분할 수 있습니다. 이중 기초 이론 40개 단원은 주당 4개씩 진행되어 마쳤고, 실습 과정은 30개 중 마지막으로 음악을 생성하는 딥러닝 모델을 실습했습니다. 주피터 노트북과 실습할 때 참고했던 문서들을 아래에 공유합니다. :)
0. Music Transformer (notebook)
github.com/nevermet/AIFFEL/blob/master/E30_GenerateMusic.ipynb
nevermet/AIFFEL
AIFFEL Projects. Contribute to nevermet/AIFFEL development by creating an account on GitHub.
github.com
1. MUSIC TRANSFORMER: GENERATING MUSIC WITH LONG-TERM STRUCTURE (paper)
2. Music Transformer: Generating Music with Long-Term Structure
magenta.tensorflow.org/music-transformer
Music Transformer: Generating Music with Long-Term Structure
Update (9/16/19): Play with Music Transformer in an interactive colab! Generating long pieces of music is a challenging problem, as music containsstructure ...
magenta.tensorflow.org
3. MuseNet
MuseNet
We’ve created Musenet, a deep neural network that can generate 4-minute musical compositions with 10 different instruments and can combine styles from country to Mozart to the Beatles.
openai.com
4. Jukebox
Jukebox
We’re introducing Jukebox, a neural net that generates music, including rudimentary singing, as raw audio in a variety of genres and artist styles. We’re releasing the model weights and code, along with a tool to explore the generated samples.
openai.com
5. Self-Attention with Relative Position Representations (paper)
6. The MAESTRO Dataset
magenta.tensorflow.org/datasets/maestro
The MAESTRO Dataset
MAESTRO (MIDI and Audio Edited for Synchronous TRacks and Organization) is a dataset composed of over 200 hours of virtuosic piano performances captured with...
magenta.tensorflow.org
7. VITUX
vitux.com/how-to-install-audacious-audio-player-on-ubuntu/
How to Install Audacious Audio Player on Ubuntu
Audacious is a free, advanced audio player for Linux and many other UNIX-compatible systems. It focuses on low resource usage, high audio quality, and support for a wide range of audio formats. It was originally based on Beep Media Player,
vitux.com
8. Audacious: How to play midi files?
askubuntu.com/questions/801069/audacious-how-to-play-midi-files
Audacious: How to play midi files?
How do I play midi files under Audacious? I am currently running Xenial Xerus LTS with: andrew@athens:~$ audacious --version Audacious 3.6.2 (Ubuntu package) I have been using this Wiki midi file...
askubuntu.com
'AIFFEL Life' 카테고리의 다른 글
[Day83] Bert pre-trained model 제작 (0) 2020.12.26 [Day83] 슬로우 페이퍼 BERT: Pre-training of Deep Bidirectional Transformers forLanguage Understanding (0) 2020.12.26 [Day81] 최신 NLP 흐름 (0) 2020.12.26 [Day81] 슬로우 페이퍼 Improving Language Understanding by Generative Pre-Training (0) 2020.12.26 [Day79] Ainize로 포트폴리오 만들기 (0) 2020.12.26