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Speech emotion recognition: a comprehensive survey
MJ Al-Dujaili, A Ebrahimi-Moghadam - Wireless Personal Communications, 2023 - Springer
Speech emotion recognition could be considered a new topic in speech processing where
he plays that plays an essential role in human interaction. Emotions are a king of speech …
he plays that plays an essential role in human interaction. Emotions are a king of speech …
LEAF: A learnable frontend for audio classification
Mel-filterbanks are fixed, engineered audio features which emulate human perception and
have been used through the history of audio understanding up to today. However, their …
have been used through the history of audio understanding up to today. However, their …
Automatic speech emotion recognition using modulation spectral features
S Wu, TH Falk, WY Chan - Speech communication, 2011 - Elsevier
In this study, modulation spectral features (MSFs) are proposed for the automatic recognition
of human affective information from speech. The features are extracted from an auditory …
of human affective information from speech. The features are extracted from an auditory …
A non-intrusive quality and intelligibility measure of reverberant and dereverberated speech
TH Falk, C Zheng, WY Chan - IEEE Transactions on Audio …, 2010 - ieeexplore.ieee.org
A modulation spectral representation is investigated for non-intrusive quality and
intelligibility measurement of reverberant and dereverberated speech. The representation is …
intelligibility measurement of reverberant and dereverberated speech. The representation is …
Emotion recognition using hybrid Gaussian mixture model and deep neural network
This paper aims at recognizing emotions for a text-independent and speaker-independent
emotion recognition system based on a novel classifier, which is a hybrid of a cascaded …
emotion recognition system based on a novel classifier, which is a hybrid of a cascaded …
Making machines understand us in reverberant rooms: Robustness against reverberation for automatic speech recognition
Speech recognition technology has left the research laboratory and is increasingly coming
into practical use, enabling a wide spectrum of innovative and exciting voice-driven …
into practical use, enabling a wide spectrum of innovative and exciting voice-driven …
Voices obscured in complex environmental settings (voices) corpus
C Richey, MA Barrios, Z Armstrong, C Bartels… - arxiv preprint arxiv …, 2018 - arxiv.org
This paper introduces the Voices Obscured In Complex Environmental Settings (VOICES)
corpus, a freely available dataset under Creative Commons BY 4.0. This dataset will …
corpus, a freely available dataset under Creative Commons BY 4.0. This dataset will …
Robust speaker identification in noisy and reverberant conditions
Robustness of speaker recognition systems is crucial for real-world applications, which
typically contain both additive noise and room reverberation. However, the combined effects …
typically contain both additive noise and room reverberation. However, the combined effects …
Hi-mia: A far-field text-dependent speaker verification database and the baselines
This paper presents a far-field text-dependent speaker verification database named HI-MIA.
We aim to meet the data requirement for far-field microphone array based speaker …
We aim to meet the data requirement for far-field microphone array based speaker …
[HTML][HTML] Modulation spectral signal representation for quality measurement and enhancement of wearable device data: A technical note
Wearable devices are burgeoning, and applications across numerous verticals are
emerging, including human performance monitoring, at-home patient monitoring, and health …
emerging, including human performance monitoring, at-home patient monitoring, and health …