Summer placement reflections
11 Sep 2018
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- Daniel Whettam

 

 

One of our summer placement students, Daniel Whettam shares his experiences of the Hartree Centre.

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​Pepper the robot.

Credit: STFC

​Over this summer I attended a summer placement at the Hartree Centre, supervised by Andrew Gargett. I am Computer Science graduate, starting my master's in Data Science at Edinburgh in September, so a placement at the Hartree is right up my street! I'm generally interested in machine learning/AI research, so working here gave me the opportunity to get some research experience before I started my masters and would provide a good base for any further study.

During my placement I worked on speech recognition for dialects as part of a wider project on assisted living technologies. My work involved using deep learning and transfer learning to create a system that can understand the Liverpudlian dialect. This linked in with another intern who was developing an emotionally aware chatbot, which would ultimately allow us to create an emotionally aware, Liverpudlian, conversational system. This system would be used to improve interaction with assisted-living technologies, providing a much more natural experience than what is currently available.

We also did some work with the Pepper robot, which was very enjoyable. The robot was supposed to be a part of the assisted living work, however early on into the placement it had to be sent over to France for repairs. Unfortunately, that was the end of our work with Pepper, and we shifted to a more general approach that could work on any device.

I also got to spend some time with the Data Science team and I attended some meetings with them. It was interesting to here about the sorts of things they were working on. Additionally, I went along to the machine learning journal club with some of the data science team, as well as other Hartree staff. The journal club was another opportunity for me to learn from people with a lot more experience than me, which I found to be very useful.

Over the three months I spent at Hartree, I had a very positive experience and learnt a huge amount. I spent a lot of time reading and learning about deep learning, speech recognition and transfer learning, and as a result my understanding of those areas has skyrocketed, and I have gained some invaluable understanding of the field. I also really enjoyed working in a research environment, and I'm very keen to do more research in the future. I hope to back at some point in the coming years!Over this summer I attended a summer placement at the Hartree Centre, supervised by Andrew Gargett. I am Computer Science graduate, starting my master's in Data Science at Edinburgh in September, so a placement at the Hartree is right up my street! I'm generally interested in machine learning/AI research, so working here gave me the opportunity to get some research experience before I started my masters and would provide a good base for any further study.

During my placement I worked on speech recognition for dialects as part of a wider project on assisted living technologies. My work involved using deep learning and transfer learning to create a system that can understand the Liverpudlian dialect. This linked in with another intern who was developing an emotionally aware chatbot, which would ultimately allow us to create an emotionally aware, Liverpudlian, conversational system. This system would be used to improve interaction with assisted-living technologies, providing a much more natural experience than what is currently available.

We also did some work with the Pepper robot, which was very enjoyable. The robot was supposed to be a part of the assisted living work, however early on into the placement it had to be sent over to France for repairs. Unfortunately, that was the end of our work with Pepper, and we shifted to a more general approach that could work on any device.

I also got to spend some time with the Data Science team and I attended some meetings with them. It was interesting to here about the sorts of things they were working on. Additionally, I went along to the machine learning journal club with some of the data science team, as well as other Hartree staff. The journal club was another opportunity for me to learn from people with a lot more experience than me, which I found to be very useful.

Over the three months I spent at Hartree, I had a very positive experience and learnt a huge amount. I spent a lot of time reading and learning about deep learning, speech recognition and transfer learning, and as a result my understanding of those areas has skyrocketed, and I have gained some invaluable understanding of the field. I also really enjoyed working in a research environment, and I'm very keen to do more research in the future. I hope to back at some point in the coming years!

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