… extraction techniques, lengths of input audio samples, and machine learning classifiers … an
audio sensor and then recorded and divided into audio frames and passed through an audio …

… environments can automatically be coded based on uncontrolled everyday audio recordings
by … This work explores automatic coding based directly on uncontrolled audio recordings. …

… sensors to the audio signal (see [2] and references in it): air coupled microphones, accelerometer,
lapel microphone, free field microphone, throat microphone or contact sensor. … audio …

… Furthermore, the discomfort caused by sensors that are … We propose the analysis of snoring
activity based only on audio data … the device to allow for continuous automatic assessment. …

… Indeed, audio sensors can capture information about sounds in the home (eg, object falling…
Audio analysis is the only modality that might offer the possibility of an automatic assessment …

… audio event detection for traffic surveillance application. The proposed system performs
automatic … of environmental noise by analyzing the audio streams captured by microphones. The …

… Understanding the comparability of audio data collected using different sensor models
and sampling protocols, across different environments, is an ongoing challenge (Figure 1b) (…

… with sensor data. To test this we use data from people wearing audio and motion sensors, …
of 82.7% with a combination of sensors (versus 67.8% for audio alone and 76.2% for head …

… For example, when assessing the health state of a patient in a hospital, the sensor data of
a … Our approach for on-line activity recognition from audio and home automation sensors is …

… accurate assessments of sleep and breathing patterns. Many wearable devices built for
assessing … For example, sensors placed on the forehead or neck have been used to detect and …