RWTH Aachen Week 11+1: Reflection
1 - What I've learned
Throughout my time working as a research intern at Exaia Technologies and RWTH Aachen, I have learned many technical skills relevant to my subject and career. While conducting my research project, I developed skills in planning and executing research from start to finish.
Initially I learned about simple algorithms to extract properties from speech recordings, such as fraction of voiced speech, zero crossing rate, and short time energy. I practiced ways to visualise and observe speech characteristics using various graphs, including reading spectrograms. I also learned how to use the CYMO tool developed by Exaia Technologies for speech feature extraction, and different methods for feature selection like mRMR, the Mann Whitney U test, variance thresholding, and correlation pruning. I learned about using grid search with cross validation to find optimal hyperparameters for random forests, SVM, and gradient boosting classifiers, and also about training classifiers on combined features from different modalities, specifically text and audio together.
Besides technical skills, my German has improved quite a lot. The biggest change is that I am now much more confident just speaking German and hesitate less when searching for words, using replacements or pulling from whatever vocabulary I can find instead of freezing up. I am simply not scared to speak German anymore, because even if I can only manage a few sentences, locals will reply back to me in German, which is a huge win and a real confidence boost. In fact, now almost everyone replies to me in German when I speak German to them, whereas when I first got to Aachen everyone would switch to English the moment I tried. I know my German is far from fluent, but that is exactly what motivates me to keep learning even after leaving Germany.
2 - Challenges and goals
The first goal I set at the start was to improve my cooking, and I think I have achieved it. Looking back over the past 10 weeks and nearly 100 meals I cooked for myself, here are the dishes I am most proud of because they genuinely taste satisfying to me:
Chicken oyakodon
Honey BBQ chicken
Creamy mushroom chicken spaghetti
Grilled salmon with mushroom onion mashed potatoes
My cooking skills have improved enormously and I can now make a real variety of different meals. This goal is definitely reached.
The second goal was to master the public transport here, and I can now navigate to key locations around the city, including restaurants, supermarkets, bus stops, parks, and campus buildings, almost entirely from memory, rarely needing Google Maps to get to my lab or back to the WG. I am also taking trains around the Netherlands, Belgium, and other German cities the way locals do. I believe I have reached both goals during my time here.
3 - Takeaways
The biggest takeaway from this experience studying abroad is that I am now so much better at organising my schedule and managing my time. This came from taking full responsibility for three meals a day while also carrying out a research project on a completely self determined schedule. I think after going back to UMich I will be able to hold onto all these good habits and maintain a healthier and more capable way of living each day, with a schedule full enough to get everything done on time.
For a photo collection of the whole trip, please see the post on IPE Instagram or my account @realkevin_s here:
This is the last blog. Goodbye everyone, and I hope you all enjoyed reading about this program as much as I enjoyed writing it.
Key dates of this IPE abroad program:
May 18 — Aachener Dom May 22 — Kölner Dom May 23 — Düsseldorf Japantag May 27 — Dreiländereck, Vaals May 30 — Maastricht Caves June 3 — Bowling in Maastricht June 6 — Bonn, Haus der Geschichte, Botanische Gärten der Rheinischen Friedrich-Wilhelms-Universität Bonn June 13 — Dreilägerbachtalsperre, Roetgen, Kuhberg June 16 — Bonn, Haus der Geschichte, Japanischer Garten, Rheinauenpark June 17 — Forschungszentrum Jülich June 20 — Jugendherberge DJH Simmerath-Rurberg June 21 — Woffelsbach June 27 — Liège, Cathédrale Saint-Paul, Le Grand Curtius July 1 — Kletterwald Aachen July 8 — Monschau July 11 — Ordensburg Vogelsang July 15 — Limburg July 18 — Schloss Drachenburg July 23 — UROP Symposium
Yuqi SUN
Department of Robotics, Robotics
Department of Computer Science and Engineering, Computer Science
Engineering - IPE: Undergraduate Research Program at RWTH Aachen in Aachen, Germany







