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