LLM Digest

Story

arxiv_cs_lg · Jul 28, 2026 · paper

Source brief

VAD to the Bone: Ultra-Tiny Speech Activity Detection for Edge Deployment

arxiv.orgJul 28, 2026
original source linked

In brief

Voice activity detection (VAD) triggers downstream speech processing in always-on systems under strict memory, latency, and compute constraints. Recent compact models report strong accuracy but rely on components that...

Feed lens

eval

Read the original at arxiv.org →Open in live feed Read that day’s brief

VAD to the Bone: Ultra-Tiny Speech Activity Detection for Edge Deployment

Earlier in this thread 4 items

Lightweight Transformer Models for On-Device Fault Detection: A Benchmark Study on Resource-Constrained Deployment

Toward Generalizable Cognitive Impairment Detection with Speech-Based Multimodal Large Language Models

HCIG: A Hierarchical Cross-Modal Incongruity Graph Network for Multimodal Sarcasm and Cyberbullying Detection

Two kinds of robustness are not the same: disentangling fault tolerance and low-SNR robustness in multi-domain event detection on real data