Exploring Siamese Neural Network Architectures for Preserving Speaker Identity in Speech Emotion Classification.
Priya AroraTheodora ChaspariPublished in: MA3HMI@ICMI (2018)
Keyphrases
- emotion classification
- emotion recognition
- speaker independent
- speech recognition
- audio visual
- speaker verification
- emotional speech
- lexical features
- automatic speech recognition
- speaker recognition
- speaker identification
- speech segments
- hidden markov models
- mel frequency cepstral coefficients
- speech recognizer
- multi modal
- speech signal
- syntactic analysis
- sentence level
- speech recognition systems
- speaker diarization
- emotional state
- acoustic features
- sentiment analysis
- language model
- human computer interaction
- machine learning
- information fusion
- facial expressions
- digit recognition
- audio features
- probabilistic neural network
- broadcast news
- spoken language
- noisy environments
- machine translation
- co occurrence
- feature selection