18: Kognitive Systeme, Vorlesung, SS 2018, 02.07.2018

Autor

Alexander Waibel

Herausgeber

KIT | Webcast

Beteiligtes Institut

Institut für Anthropomatik und Robotik (IAR)

Genre

Vorlesung

Beschreibung

18 |
0:00:00 Start
0:00:05 Speech Recognition (Components)
0:06:07 Language Models
0:08:06 Language Model Performance
0:10:24 Estimation of Language model Quality
0:19:23 Decoder
0:19:55 Decoder - Assembling the Pieces
0:20:59 Decoding with Beam Search
0:21:22 Beam vs. WER
0:21:56 Improving Speed on Cooperative speech
0:22:11 Viterbi Alignment
0:22:59 Measuring Recognizer Performance
0:23:22 Sloppy Speech
0:24:17 Neural Nets
0:25:36 Neural Language Model
0:26:35 How good does it have to be
0:30:48 Neural Language Processing and Machine Translation
0:31:30 Natural Language Processing
0:33:39 Speech Deployment
0:37:56 Voice Agents
0:43:49 Emotional Speech
0:45:25 NLU with slot filling
0:46:22 Intelligent System and a Language Transparent World
0:47:36 How to pick a Research Project
0:50:55 Human Interaction
0:51:00 Connecting a Multilingual World
0:52:08 Everyone Speaks English
0:52:31 Human effort
0:52:41 Laguage Transparence
0:52:47 Language Text
0:52:52 Social Text
0:53:17 Lectures
0:53:35 Human Language Challenges
0:54:10 Body Language and Facial Expressions
0:54:45 Can Technology provide a Solution
0:54:59 Language is Ambiguous
0:57:01 Neural Network
0:58:10 In Image processing
0:58:35 Exponential Increase in Computing
0:59:03 English Text Copora
0:59:36 Deep Neural Nets
1:00:00 Conversational Speech
1:00:23 Machine Translation
1:01:05 Statistical Machine Translation
1:01:33 Alignmenr/Decoding in MT
1:01:54 Recurrent Neurak Nets
1:02:14 RNN Encoder - Decoder
1:03:09 MT Benchmarks - KIT Performance
1:03:45 Consecutive Interpretation
1:04:16 Interprating Machine
1:05:49 First Speech Translation Videocall
1:06:52 Jibbigo on Apple Commercials
1:10:28 unlimited Domain Simultaneous
1:14:49 Human-Machine symbiosis
1:15:02 Voting Sessions
1:16:07 German Compounding
1:16:29 Words
1:19:13 The Long Tail of Language
1:19:44 Language Adaptive Networks
1:21:39 Neural ''Interlingua''?
1:22:56 Multi-Modal Translation
1:23:46 Meeting of the Future
1:23:59 Grand Challenges
1:28:26 Neuronale Netze zur Drohnensteuerung
1:28:38 Bitvraze Crazyflie
1:29:08 Steuerung der Crazyflie
1:30:39 Regelschleife
1:31:49 Regelung mit Neuralen Netzen

Laufzeit (hh:mm:ss)

01:33:48

Serie

Kognitive Systeme, Vorlesung, SS 2018

Publiziert am

05.07.2018

Fachgebiet

Informatik

Lizenz

KITopen-Lizenz