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1
A comparative study of several parameterizations for speaker recognition ...
Faundez-Zanuy, Marcos. - : arXiv, 2022
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2
Speaker verification in mismatch training and testing conditions ...
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3
Speech Segmentation Optimization using Segmented Bilingual Speech Corpus for End-to-end Speech Translation ...
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4
A New Amharic Speech Emotion Dataset and Classification Benchmark ...
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5
Lahjoita puhetta -- a large-scale corpus of spoken Finnish with some benchmarks ...
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6
The Norwegian Parliamentary Speech Corpus ...
Solberg, Per Erik; Ortiz, Pablo. - : arXiv, 2022
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7
Subspace-based Representation and Learning for Phonotactic Spoken Language Recognition ...
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8
LPC Augment: An LPC-Based ASR Data Augmentation Algorithm for Low and Zero-Resource Children's Dialects ...
Abstract: This paper proposes a novel linear prediction coding-based data aug-mentation method for children's low and zero resource dialect ASR. The data augmentation procedure consists of perturbing the formant peaks of the LPC spectrum during LPC analysis and reconstruction. The method is evaluated on two novel children's speech datasets with one containing California English from the Southern CaliforniaArea and the other containing a mix of Southern American English and African American English from the Atlanta, Georgia area. We test the proposed method in training both an HMM-DNN system and an end-to-end system to show model-robustness and demonstrate that the algorithm improves ASR performance, especially for zero resource dialect children's task, as compared to common data augmentation methods such as VTLP, Speed Perturbation, and SpecAugment. ... : 5 pages, 2 figures ...
Keyword: 14J60 Primary 14F05, 14J26 Secondary; Audio and Speech Processing eess.AS; F.2.2; I.2.7; FOS Computer and information sciences; FOS Electrical engineering, electronic engineering, information engineering; Sound cs.SD
URL: https://dx.doi.org/10.48550/arxiv.2202.09529
https://arxiv.org/abs/2202.09529
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9
Automatic Dialect Density Estimation for African American English ...
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10
End-to-end contextual asr based on posterior distribution adaptation for hybrid ctc/attention system ...
Zhang, Zhengyi; Zhou, Pan. - : arXiv, 2022
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11
Towards Contextual Spelling Correction for Customization of End-to-end Speech Recognition Systems ...
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12
SHAS: Approaching optimal Segmentation for End-to-End Speech Translation ...
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13
Automatic Detection of Speech Sound Disorder in Child Speech Using Posterior-based Speaker Representations ...
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14
Deep Neural Convolutive Matrix Factorization for Articulatory Representation Decomposition ...
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15
Towards a Perceptual Model for Estimating the Quality of Visual Speech ...
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16
Learning and controlling the source-filter representation of speech with a variational autoencoder ...
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17
Correcting Misproducted Speech using Spectrogram Inpainting ...
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18
Repeat after me: Self-supervised learning of acoustic-to-articulatory mapping by vocal imitation ...
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19
Can Social Robots Effectively Elicit Curiosity in STEM Topics from K-1 Students During Oral Assessments? ...
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20
An error correction scheme for improved air-tissue boundary in real-time MRI video for speech production ...
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