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Deep learning is becoming a mainstream technology for speech recognition at industrial scale. In this paper, we provide an overview of the work by Microsoft speech researchers since 2009 in this area, focusing on more recent advances which shed light to the basic capabilities and limitations of the current deep learning technology. We organize this overview along the feature-domain and model-domain...
MOS (mean opinion score) subjective quality studies are used to evaluate many signal processing methods. Since laboratory quality studies are time consuming and expensive, researchers often run small studies with less statistical significance or use objective measures which only approximate human perception. We propose a cost-effective and convenient measure called crowdMOS, obtained by having internet...
Some authors have argued that certain acts of family therapists—despite their best intentions—may represent a form of colonizing the family. When acting as a colonizer, a therapist is understood as becoming overly responsible for the family and focusing too strongly on change. In so doing, the therapist disrespects the family's pace, and neglects their own resources for change. This paper aims to...
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