Speech quality assessment through MOS using non-matching references
Human judgments obtained through Mean Opinion Scores (MOS) are the most reliable way
to assess the quality of speech signals. However, several recent attempts to automatically …
to assess the quality of speech signals. However, several recent attempts to automatically …
Preference-based training framework for automatic speech quality assessment using deep neural network
One objective of Speech Quality Assessment (SQA) is to estimate the ranks of synthetic
speech systems. However, recent SQA models are typically trained using low-precision …
speech systems. However, recent SQA models are typically trained using low-precision …
Audio similarity is unreliable as a proxy for audio quality
Many audio processing tasks require perceptual assessment. However, the time and
expense of obtaining``gold standard''human judgments limit the availability of such data …
expense of obtaining``gold standard''human judgments limit the availability of such data …
Non-intrusive speech quality assessment: A survey
Speech quality is a critical consideration for applications such as speech enhancement,
coding, transmission, and synthesis. Accurately evaluating the quality of degraded speech …
coding, transmission, and synthesis. Accurately evaluating the quality of degraded speech …
Nord: Non-matching reference based relative depth estimation from binaural speech
We propose NORD: a novel framework for estimating the relative depth between two
binaural speech recordings. In contrast to existing depth estimation techniques, ours only …
binaural speech recordings. In contrast to existing depth estimation techniques, ours only …
Personalized Audio Quality Preference Prediction
This paper proposes to use both audio input and subject information to predict the
personalized preference of two audio segments with the same content in different qualities …
personalized preference of two audio segments with the same content in different qualities …
Do We Need a Reference Signal for Speech Quality Assessment?
P Manocha - 2024 - search.proquest.com
This thesis investigates new metrics for assessing speech quality that aim to align more
closely with human auditory perception than current methods. It aims to improve the …
closely with human auditory perception than current methods. It aims to improve the …
Exploring audio compression in time-frequency domain with sparse CNNs
G Scodeller - 2023 - unitesi.unive.it
Audio data compression and decompression is usually implemented via software codecs
which are handmade crafted, often exploiting spectral properties of the signal. In this thesis …
which are handmade crafted, often exploiting spectral properties of the signal. In this thesis …