Idp-project: Fpga-accelerated Automatic Speech

**DAS FINDEST DU BEI UNS**: - Hybrid Work - Flexible Arbeitszeiten & Gleitzeit - Work-Life-Balance - Monatliche Events & Sportveranstaltungen - Offene Türen & Zusammenhalt - Gamingroom DAS PROJEKT - About the Project - "Attention is all you need" - Transformer-based neural networks were only developed in 2018, but already conquered many deep learning domains. They constitute the state-of-the-art in image recognition, language modeling and automatic speech recognition (ASR). Accompanying to the IDP, we recommend a suitable lecture at the faculty of electrical engineering of the TUM. This work can be done alone or in a group of up to three students.DAMIT UNTERSTÜTZT DU UNS - Your Tasks - Start with a pre-trained state-of-the ASR model - Compile, and quantize the network - Evaluate the performance based on inference speed and memory consumption DAS BRINGST DU FÜR UNS MIT - Your Qualifications - Experience with Linux, Python, Pytorch and Neural Networks (Deep learning lectures are OK) - Experience with embedded systems or be interested in learning it - Motivation to learn something new - At least B2 German proficiency Kontakt - Bettina Opitz- +49 89 89868146 **Ingenics Digital GmbH** - Lochhamer Schlag 21, 82166 Gräfelfing b. München