On-device research index

arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,742 papers · 148 categories

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2 results for “VoiceFilter-Lite”

Closing the Gap between Single-User and Multi-User VoiceFilter-Liteeess.AS

Improved multi-user VoiceFilter-Lite model for speech recognition.

problem Limited performance of multi-user VoiceFilter-Lite models.

method Dual learning rate schedule and FiLM for feature conditioning.

result Closed the performance gap between multi-user and single-user VoiceFilter-Lite models.

VoiceFilter-Lite speaker selection multi-user speech recognition speaker verification

2022-02-24abs ↗pdf ↗

VoiceFilter-Lite: Streaming Targeted Voice Separation for On-Device Speech Recognitioneess.AS

VoiceFilter-Lite separates speech from background in real-time for on-device speech recognition.

problem Separate speech from background in real-time for on-device speech recognition.

method Asymmetric loss, adaptive runtime suppression, quantization to 8-bit.

result VoiceFilter-Lite achieves real-time speech separation and maintains speech recognition performance.

voice separation on-device speech recognition streaming speech recognition real-time

2020-09-09abs ↗pdf ↗