most citedSub 8-Bit Quantization of Streaming Keyword Spotting Models for Embedded Chipsets

1 citations · 1 across the 3 of their papers we have counts for

collaborators
Showing cs.SDShow all

2 papers · 1 filter

cs.SD2022

Wakeword Detection under Distribution Shifts

Sree Hari Krishnan Parthasarathi, Lu Zeng, Christin Jose +1

We propose a novel approach for semi-supervised learning (SSL) designed to overcome distribution shifts between training and real-world data arising in the keyword spotting (KWS) t…

cs.SD2022★ 1 cited

Sub 8-Bit Quantization of Streaming Keyword Spotting Models for Embedded Chipsets

Lu Zeng, Sree Hari Krishnan Parthasarathi, Yuzong Liu +4

We propose a novel 2-stage sub 8-bit quantization aware training algorithm for all components of a 250K parameter feedforward, streaming, state-free keyword spotting model. For the…