Deep neural networks for multi-room voice activity detection: Advancements and comparative evaluation
F Vesperini, P Vecchiotti, E Principi… - … Joint Conference on …, 2016 - ieeexplore.ieee.org
This paper focuses on Voice Activity Detectors (VAD) for multi-room domestic scenarios
based on deep neural network architectures. Interesting advancements are observed with …
based on deep neural network architectures. Interesting advancements are observed with …
A deep neural network approach for voice activity detection in multi-room domestic scenarios
This paper presents a Voice Activity Detector (VAD) for multi-room domestic scenarios. A
multi-room VAD (mVAD) simultaneously detects the time boundaries of a speech segment …
multi-room VAD (mVAD) simultaneously detects the time boundaries of a speech segment …
Acoustic gender and age classification as an aid to human–computer interaction in a smart home environment
D Vlaj, A Zgank - Mathematics, 2022 - mdpi.com
The advanced smart home environment presents an important trend for the future of human
wellbeing. One of the prerequisites for applying its rich functionality is the ability to …
wellbeing. One of the prerequisites for applying its rich functionality is the ability to …
[PDF][PDF] The DIRHA-GRID corpus: baseline and tools for multi-room distant speech recognition using distributed microphones
Distant speech recognition in real-world environments is still a challenging problem and a
particularly interesting topic is the investigation of multi-channel processing in case of …
particularly interesting topic is the investigation of multi-channel processing in case of …
Multi-room speech activity detection using a distributed microphone network in domestic environments
Domestic environments are particularly challenging for distant speech recognition:
reverberation, background noise and interfering sources, as well as the propagation of …
reverberation, background noise and interfering sources, as well as the propagation of …
[PDF][PDF] ATHENA: A Greek multi-sensory database for home automation control
In this paper we present a Greek speech database with real multi-modal data in a smart
home two-room environment. In total, 20 speakers were recorded in 240 one-minute long …
home two-room environment. In total, 20 speakers were recorded in 240 one-minute long …
Convolutional neural networks with 3-d kernels for voice activity detection in a multiroom environment
This paper focuses on employing Convolutional Neural Networks (CNN) with 3-D kernels for
Voice Activity Detectors in multi-room domestic scenarios (mVAD). This technology is …
Voice Activity Detectors in multi-room domestic scenarios (mVAD). This technology is …
[PDF][PDF] Πολυ-Αισθητηριακή Ακουστική Ανάλυση Περιβάλλοντος
Π Γιαννούλης - 2022 - dspace.lib.ntua.gr
Περίληψη Στη Διατριβή μας εξετάζουμε το πρόβλημα του εντοπισμού ακουστικών γεγονότων
σε «έξυπνα» περιβάλλοντα με πολλαπλά μικρόφωνα. Ο εντοπισμός ακουστικών γεγονότων …
σε «έξυπνα» περιβάλλοντα με πολλαπλά μικρόφωνα. Ο εντοπισμός ακουστικών γεγονότων …
Joint model-based recognition and localization of overlapped acoustic events using a set of distributed small microphone arrays
R Chakraborty, C Nadeu - arXiv preprint arXiv:1712.07065, 2017 - arxiv.org
In the analysis of acoustic scenes, often the occurring sounds have to be detected in time,
recognized, and localized in space. Usually, each of these tasks is done separately. In this …
recognized, and localized in space. Usually, each of these tasks is done separately. In this …