[PDF][PDF] Small footprint multi-channel network for keyword spotting with centroid based awareness
Abstract Spoken Keyword Spotting (KWS) in noisy far-field environments is challenging for
small-footprint models, given the restrictions on computational resources (eg, model size …
small-footprint models, given the restrictions on computational resources (eg, model size …
The dku post-challenge audio-visual wake word spotting system for the 2021 misp challenge: Deep analysis
This paper further explores our previous wake word spotting system ranked 2-nd in Track 1
of the MISP Challenge 2021. First, we investigate a robust unimodal approach based on 3D …
of the MISP Challenge 2021. First, we investigate a robust unimodal approach based on 3D …
Audio-visual wake word spotting in misp2021 challenge: Dataset release and deep analysis
In this paper, we describe and release publicly the audio-visual wake word spotting (WWS)
database in the MISP2021 Challenge, which covers a range of scenarios of audio and video …
database in the MISP2021 Challenge, which covers a range of scenarios of audio and video …
VE-KWS: Visual modality enhanced end-to-end keyword spotting
The performance of the keyword spotting (KWS) system based on audio modality, commonly
measured in false alarms and false rejects, degrades significantly under the far field and …
measured in false alarms and false rejects, degrades significantly under the far field and …
Robust Wake Word Spotting With Frame-Level Cross-Modal Attention Based Audio-Visual Conformer
In recent years, neural network-based Wake Word Spotting achieves good performance on
clean audio samples but struggles in noisy environments. Audio-Visual Wake Word Spotting …
clean audio samples but struggles in noisy environments. Audio-Visual Wake Word Spotting …
Combining Weight Approximation, Sharing and Retraining for Neural Network Model Compression
Neural network model compression is very important to achieve model deployment based
on the memory and storage available in different computing systems. Generally, the …
on the memory and storage available in different computing systems. Generally, the …
The Whu Wake Word Lipreading System for the 2024 Chat-Scenario Chinese Lipreading Challenge
H Wang, C Li, F Su, J Liu, H Suo… - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
The paper describes the Wake Word Lipreading system developed by the WHU team for the
ChatCLR Challenge 2024. Although Lipreading and Wake Word Spotting have seen …
ChatCLR Challenge 2024. Although Lipreading and Wake Word Spotting have seen …
Audio-Visual Wake-up Word Spotting Under Noisy and Multi-person Scenarios
C Li, F Su, J Liu - International Conference on Pattern Recognition, 2024 - Springer
The existing audio-visual wake-up word spotting (AVWWS) methods assume that the audio
signal has been aligned with the lip movement video signal of a specific speaker in noisy …
signal has been aligned with the lip movement video signal of a specific speaker in noisy …
On‐device audio‐visual multi‐person wake word spotting
Audio‐visual wake word spotting is a challenging multi‐modal task that exploits visual
information of lip motion patterns to supplement acoustic speech to improve overall …
information of lip motion patterns to supplement acoustic speech to improve overall …
TinyML tabanlı görsel işitsel anahtar kelime tespiti
M Tosun, H Erdem - Niğde Ömer Halisdemir Üniversitesi …, 2024 - dergipark.org.tr
Anahtar kelime tespiti (AKT), makine öğreniminin kullanıldığı alanlardan birisidir. Amacı, ses
veya görüntü verisinden belirli kelime veya objenin otomatik tespit edilmesidir. Taşınabilir …
veya görüntü verisinden belirli kelime veya objenin otomatik tespit edilmesidir. Taşınabilir …