State-of-the-art speaker recognition with neural network embeddings in NIST SRE18 and Speakers in the Wild evaluations.
Jesús VillalbaNanxin ChenDavid SnyderDaniel Garcia-RomeroAlan McCreeGregory SellJonas BorgstromLeibny Paola García-PereraFred RichardsonRéda DehakPedro A. Torres-CarrasquilloNajim DehakPublished in: Comput. Speech Lang. (2020)
Keyphrases
- speaker recognition
- neural network
- probabilistic neural network
- speech recognition
- gaussian mixture model
- speaker verification
- speaker identification
- vector quantization
- speaker diarization
- speech signal
- pattern recognition
- genetic algorithm
- artificial neural networks
- self organizing maps
- neural network model
- mixture model
- back propagation
- dimensionality reduction
- language model
- feature extraction
- pattern classification
- multiscale
- feed forward neural networks
- noisy environments
- particle swarm optimization algorithm
- automatic speech recognition
- low dimensional
- hidden markov models
- model selection