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Simple Search
Hits 1 – 11 of 11
1
Convolutional Neural Network-Based Age Estimation Using B-Mode Ultrasound Tongue Image ...
Xu, Kele
;
Csapó, Tamas Gábor
;
Feng, Ming
. - : arXiv, 2021
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2
Quantification of Transducer Misalignment in Ultrasound Tongue Imaging ...
Csapó, Tamás Gábor
;
Xu, Kele
. - : arXiv, 2020
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3
Predicting tongue motion in unlabeled ultrasound videos using convolutional LSTM neural network ...
Zhao, Chaojie
;
Zhang, Peng
;
Zhu, Jian
. - : arXiv, 2019
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4
An Articulatory-Based Singing Voice Synthesis Using Tongue and Lips Imaging
Jaumard-Hakoun, Aurore
;
Xu, Kele
;
Leboullenger, Clémence
;
Roussel-Ragot, Pierre
;
Denby, Bruce
In: Interspeech 2016 ; ISCA Interspeech 2016 ; https://hal.archives-ouvertes.fr/hal-01529630 ; ISCA Interspeech 2016, Sep 2016, San Francisco, United States. pp.1467 - 1471, ⟨10.21437/Interspeech.2016-385⟩ (2016)
Abstract:
International audience ; Ultrasound imaging of the tongue and videos of lips movements can be used to investigate specific articulation in speech or singing voice. In this study, tongue and lips image sequences recorded during singing performance are used to predict vocal tract properties via Line Spectral Frequencies (LSF). We focused our work on traditional Corsican singing " Cantu in paghjella ". A multimodal Deep Autoencoder (DAE) extracts salient descriptors directly from tongue and lips images. Afterwards, LSF values are predicted from the most relevant of these features using a multilayer perceptron. A vocal tract model is derived from the predicted LSF, while a glottal flow model is computed from a synchronized electroglottographic recording. Articulatory-based singing voice synthesis is developed using both models. The quality of the prediction and singing voice synthesis using this method outperforms the state of the art method.
Keyword:
[SHS.INFO]Humanities and Social Sciences/Library and information sciences
;
[SPI.ACOU]Engineering Sciences [physics]/Acoustics [physics.class-ph]
;
[SPI.SIGNAL]Engineering Sciences [physics]/Signal and Image processing
;
Deep Neural Networks
;
rare singing
;
ultrasound imaging
;
vocal tract modeling
URL:
https://hal.archives-ouvertes.fr/hal-01529630
https://doi.org/10.21437/Interspeech.2016-385
https://hal.archives-ouvertes.fr/hal-01529630/file/IS16_AJaumard-Hakoun_revised.pdf
https://hal.archives-ouvertes.fr/hal-01529630/document
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5
3D tongue motion visualization based on the B-mode ultrasound tongue images ; Visualisation tridimensionnelle de la langue basée sur des séquences d'image échographique en mode-B
Xu, Kele
. - : HAL CCSD, 2016
In: https://tel.archives-ouvertes.fr/tel-01529771 ; Computer Aided Engineering. Université Pierre et Marie Curie - Paris VI, 2016. English. ⟨NNT : 2016PA066498⟩ (2016)
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6
Contour-based 3d tongue motion visualization using ultrasound image sequences ...
Xu, Kele
;
Yang, Yin
;
Leboullenger, Clémence
. - : arXiv, 2016
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7
Development of a 3D tongue motion visualization platform based on ultrasound image sequences ...
Xu, Kele
;
Yang, Yin
;
Jaumard-Hakoun, Aurore
. - : arXiv, 2016
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8
Tongue contour extraction from ultrasound images based on deep neural network ...
Jaumard-Hakoun, Aurore
;
Xu, Kele
;
Roussel-Ragot, Pierre
. - : arXiv, 2016
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9
Acoustic Data Analysis from Multi-Sensor Capture in Rare Singing ; Acoustic Data Analysis from Multi-Sensor Capture in Rare Singing: Cantu in Paghjella Case Study
Crevier-Buchman, Lise
;
Amelot, Angelique
;
Al Kork, Samer K.
...
In: ISSN: 2047-4970 ; EISSN: 2047-4989 ; International Journal of Heritage in the Digital Era ; https://halshs.archives-ouvertes.fr/halshs-01251181 ; International Journal of Heritage in the Digital Era, SAGE Journals, 2015, 4 (1), pp.121-132 ⟨10.1260/2047-4970.4.1.121⟩ (2015)
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10
3D Tongue motion visualization based on ultrasound image sequences
Xu, Kele
;
Yang, Yin
;
Jaumard-Hakoun, Aurore
...
In: Interspeech 2014 ; https://halshs.archives-ouvertes.fr/halshs-01404834 ; Interspeech 2014, Sep 2014, Singapour, Singapore (2014)
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11
Acoustic Data Analysis from Multi-Sensor Capture in Rare Singing: Cantu in Paghjella Case Study
Crevier-Buchman, Lise
;
Fux, Thibaut
;
Amelot, Angelique
...
In: in Proc. 1st Workshop on ICT for the Preservation and Transmission of Intangible Cultural Heritage, International Euro-Mediterranean Conference on Cultural Heritage (Euromed2014) ; https://halshs.archives-ouvertes.fr/halshs-01130325 ; in Proc. 1st Workshop on ICT for the Preservation and Transmission of Intangible Cultural Heritage, International Euro-Mediterranean Conference on Cultural Heritage (Euromed2014), Nov 2014, Lemessos, Cyprus (2014)
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