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1
Deep Neural Convolutive Matrix Factorization for Articulatory Representation Decomposition ...
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2
Cross-Lingual Text-to-Speech Using Multi-Task Learning and Speaker Classifier Joint Training ...
Yang, J.; He, Lei. - : arXiv, 2022
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3
BEA-Base: A Benchmark for ASR of Spontaneous Hungarian ...
Abstract: Hungarian is spoken by 15 million people, still, easily accessible Automatic Speech Recognition (ASR) benchmark datasets - especially for spontaneous speech - have been practically unavailable. In this paper, we introduce BEA-Base, a subset of the BEA spoken Hungarian database comprising mostly spontaneous speech of 140 speakers. It is built specifically to assess ASR, primarily for conversational AI applications. After defining the speech recognition subsets and task, several baselines - including classic HMM-DNN hybrid and end-to-end approaches augmented by cross-language transfer learning - are developed using open-source toolkits. The best results obtained are based on multilingual self-supervised pretraining, achieving a 45% recognition error rate reduction as compared to the classical approach - without the application of an external language model or additional supervised data. The results show the feasibility of using BEA-Base for training and evaluation of Hungarian speech recognition systems. ... : Submitted to LREC 2022 ...
Keyword: Artificial Intelligence cs.AI; Audio and Speech Processing eess.AS; Computation and Language cs.CL; FOS Computer and information sciences; FOS Electrical engineering, electronic engineering, information engineering; Sound cs.SD
URL: https://dx.doi.org/10.48550/arxiv.2202.00601
https://arxiv.org/abs/2202.00601
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4
Improving the fusion of acoustic and text representations in RNN-T ...
Zhang, Chao; Li, Bo; Lu, Zhiyun. - : arXiv, 2022
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5
Cross-view Brain Decoding ...
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6
Automatic Depression Detection: An Emotional Audio-Textual Corpus and a GRU/BiLSTM-based Model ...
Shen, Ying; Yang, Huiyu; Lin, Lin. - : arXiv, 2022
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7
Learning English with Peppa Pig ...
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8
Separate What You Describe: Language-Queried Audio Source Separation ...
Liu, Xubo; Liu, Haohe; Kong, Qiuqiang. - : arXiv, 2022
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9
Chain-based Discriminative Autoencoders for Speech Recognition ...
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10
Unsupervised word-level prosody tagging for controllable speech synthesis ...
Guo, Yiwei; Du, Chenpeng; Yu, Kai. - : arXiv, 2022
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11
gTLO: A Generalized and Non-linear Multi-Objective Deep Reinforcement Learning Approach ...
Dornheim, Johannes. - : arXiv, 2022
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12
Cetacean Translation Initiative: a roadmap to deciphering the communication of sperm whales ...
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13
Improving End-To-End Modeling for Mispronunciation Detection with Effective Augmentation Mechanisms ...
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14
An Improved StarGAN for Emotional Voice Conversion: Enhancing Voice Quality and Data Augmentation ...
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15
NVC-Net: End-to-End Adversarial Voice Conversion ...
Nguyen, Bac; Cardinaux, Fabien. - : arXiv, 2021
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16
Speech2Slot: An End-to-End Knowledge-based Slot Filling from Speech ...
Wang, Pengwei; Ye, Xin; Zhou, Xiaohuan. - : arXiv, 2021
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17
NIST SRE CTS Superset: A large-scale dataset for telephony speaker recognition ...
Sadjadi, Seyed Omid. - : arXiv, 2021
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18
Interpreting intermediate convolutional layers of CNNs trained on raw speech ...
Beguš, Gašper; Zhou, Alan. - : arXiv, 2021
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19
A multispeaker dataset of raw and reconstructed speech production real-time MRI video and 3D volumetric images ...
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20
A multispeaker dataset of raw and reconstructed speech production real-time MRI video and 3D volumetric images ...
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