Source separation method, apparatus, and non-transitory computer readable medium

Source separation method, apparatus, and non-transitory computer readable medium

A source separation method, an apparatus, and a non-transitory computer-readable medium are provided. Atrous Spatial Pyramid Pooling (ASPP) is used to reduce the parameter quantity of the module and speed up the computation. Conventional upsampling is replaced by a conversion between time and depth,...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: WANG, JIAING, WANG, YAO-TING
Format: Patent
Sprache:chi ; eng
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
PHYSICS
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Beschreibung
Zusammenfassung:A source separation method, an apparatus, and a non-transitory computer-readable medium are provided. Atrous Spatial Pyramid Pooling (ASPP) is used to reduce the parameter quantity of the module and speed up the computation. Conventional upsampling is replaced by a conversion between time and depth, and a receptive field preserving decoder is provided. In addition, temporal attention with dynamic convolution kernel is added, to achieve lightweight and improve the result of separation.