Hi there!
My name is Timo, I am a Software Engineer living in Zürich, Switzerland. At Google I work on music generation and recognition with machine learning methods.
In my leisure time I like to 3d print and occasionally work on artsy projects. Besides that I am into music and learn piano and violin. Sports-wise road cycling and hiking are my favorite activities.
To get a deeper idea of who I am you are invited to take a look at my values. An overview of recent projects is given at blog.timodenk.com.
Blog Articles
I am occasionally publishing articles at timodenk.com/blog.
Here are the most recent ones:
Publications
Andrea Agostinelli, Timo Denk et al. (Jan 2023):
MusicLM: Generating Music From Text.
Pre-print (under review).
[paper] [samples] [data]
Qingqing Huang, Daniel Park et al. (Jan 2023):
Noise2Music: Text-conditioned Music Generation with Diffusion Models.
Pre-print (under review).
[paper] [samples]
Timo Denk, Ana Peleteiro Ramallo (Dec 2020):
Contextual BERT: Conditioning the Language Model Using a Global State.
Workshop paper accepted at the COLING 2020 workshop TextGraphs-14.
[paper] [presentation]
Timo Denk, Christian Reisswig (Sep 2019):
BERTgrid: Contextualized Embedding for 2D Document Representation and Understanding.
Workshop paper accepted at NeurIPS 2019 and awarded the Best Paper Award at the Document Intelligence workshop.
[paper] [presentation]
Timo Denk (Sep 2019): Wordgrid: Extending Chargrid with Word-level Information. Bachelor's thesis with SAP's Deep Learning Center of Excellence and DHBW Karlsruhe and paper. [thesis]
Timo Denk, Samed Güner (May 2019):
Vision-based Page Rank Estimation with Graph Networks.
Student research project at DHBW Karlsruhe.
[report] [repository]
Timo Denk (Sep 2018):
Text Classification with Separable Convolutional Neural Networks.
Report on the work conducted during an internship at SAP Machine Learning Foundation.
[report]
Timo Denk (Oct 2015):
PHP 7.0 (German).
Article on the new PHP version 7.0; published in the computer magazine c't.
[heise.de] [article]
Timo Denk (June 2015):
Windows Audio Output Capturing (German).
Article on audio output capturing on Windows; published in the computer magazine c't.
[heise.de] [article]
