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Multiple output samples per input in a single-output Gaussian process
The standard Gaussian Process (GP) only considers a single output sample per input in the training set.
Joint speaker diarisation and tracking in switching state-space model
Speakers may move around while diarisation is being performed.
Diarisation using location tracking with agglomerative clustering
Previous works have shown that spatial location information can be complementary to speaker embeddings for a speaker diarisation task.
High-Accuracy and Low-Latency Speech Recognition with Two-Head Contextual Layer Trajectory LSTM Model
While the community keeps promoting end-to-end models over conventional hybrid models, which usually are long short-term memory (LSTM) models trained with a cross entropy criterion followed by a sequence discriminative training criterion, we argue that such conventional hybrid models can still be significantly improved.
Automatic Speech Recognition
Automatic Speech Recognition (ASR)
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