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A comparative study of several parameterizations for speaker recognition ...
Faundez-Zanuy, Marcos. - : arXiv, 2022
Abstract: This paper presents an exhaustive study about the robustness of several parameterizations, in speaker verification and identification tasks. We have studied several mismatch conditions: different recording sessions, microphones, and different languages (it has been obtained from a bilingual set of speakers). This study reveals that the combination of several parameterizations can improve the robustness in all the scenarios for both tasks, identification and verification. In addition, two different methods have been evaluated: vector quantization, and covariance matrices with an arithmetic-harmonic sphericity measure. ... : 4 pages ...
Keyword: Audio and Speech Processing eess.AS; FOS Computer and information sciences; FOS Electrical engineering, electronic engineering, information engineering; Machine Learning cs.LG; Sound cs.SD
URL: https://arxiv.org/abs/2203.00513
https://dx.doi.org/10.48550/arxiv.2203.00513
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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 ...
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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
Decoding Neural Correlation of Language-Specific Imagined Speech using EEG Signals ...
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Repeat after me: Self-supervised learning of acoustic-to-articulatory mapping by vocal imitation ...
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20
Can Social Robots Effectively Elicit Curiosity in STEM Topics from K-1 Students During Oral Assessments? ...
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