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Audio Processing for the Internet of Things- Dozent/in
- Prof. Dr. Nils Peters
- Angaben
- Vorlesung
Online
2 SWS, ECTS-Studium, ECTS-Credits: 2,5, Sprache Englisch
Zeit: Mi 16:15 - 17:45
vom 21.4.2021 bis zum 7.7.2021
- Studienfächer / Studienrichtungen
- WF ICT-MA ab 1
WF CME-MA ab 1
WF ASC-MA ab 1
WF EEI-MA ab 1
- ECTS-Informationen:
- Credits: 2,5
- Prerequisites
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- Contents
- The course focuses on audio and speech processing algorithms within the context of the Internet of Things (IoT).
Foundation (history, components, current challenges) Overview of relevant wireless protocols (bandwidth, range, latency, spectrum) Audio device synchronization (NTP, PTP, device orchestration, acoustic wireless sensor networks, asynchronous and event-driven audio sampling) Acoustic Sensing for Voice User Interfaces (keyword spotting, speech recognition, speaker verification, anti-spoofing) Acoustic Scene Detection (event detection, scene classification, anomaly detection, sound tagging, blind reverb estimation) Sound Creation (text-to-speech, sound generative networks) Data-over-sound (sound-beacon, watermarking, acoustic fingerprint) Privacy in IoT (edge vs. cloud processing, secure signal processing, federated learning, differential privacy, audio encryption)
- Literature
- Recommendations for each topic are given during the lectures.
- Zusätzliche Informationen
- Schlagwörter: AudioLabs
www: https://www.audiolabs-erlangen.de/fau/professor/peters/teaching/2021s_AIoT
Für diese Lehrveranstaltung ist eine Anmeldung erforderlich.
Die Anmeldung erfolgt von Montag, 22.3.2021, 00:00 Uhr bis Freitag, 16.7.2021, 23:59 Uhr über: StudOn.
- Verwendung in folgenden UnivIS-Modulen
- Startsemester SS 2021:
- Audio Processing for the Internet of Things (AIoT)
- Institution: International Audio Laboratories Erlangen (AudioLabs)
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