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Subspace-based Representation and Learning for Phonotactic Spoken Language Recognition ...
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Multilingual and Multimodal Abuse Detection ...
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WavThruVec: Latent speech representation as intermediate features for neural speech synthesis ...
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Fine-grained Noise Control for Multispeaker Speech Synthesis ...
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Emotion Intensity and its Control for Emotional Voice Conversion ...
Abstract: Emotional voice conversion (EVC) seeks to convert the emotional state of an utterance while preserving the linguistic content and speaker identity. In EVC, emotions are usually treated as discrete categories overlooking the fact that speech also conveys emotions with various intensity levels that the listener can perceive. In this paper, we aim to explicitly characterize and control the intensity of emotion. We propose to disentangle the speaker style from linguistic content and encode the speaker style into a style embedding in a continuous space that forms the prototype of emotion embedding. We further learn the actual emotion encoder from an emotion-labelled database and study the use of relative attributes to represent fine-grained emotion intensity. To ensure emotional intelligibility, we incorporate emotion classification loss and emotion embedding similarity loss into the training of the EVC network. As desired, the proposed network controls the fine-grained emotion intensity in the output speech. ... : Submitted to IEEE Transactions on Affective Computing ...
Keyword: Audio and Speech Processing eess.AS; Computation and Language cs.CL; FOS Computer and information sciences; FOS Electrical engineering, electronic engineering, information engineering; Machine Learning cs.LG; Sound cs.SD
URL: https://arxiv.org/abs/2201.03967
https://dx.doi.org/10.48550/arxiv.2201.03967
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6
Low-dimensional representation of infant and adult vocalization acoustics ...
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7
Chain-based Discriminative Autoencoders for Speech Recognition ...
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8
Filter-based Discriminative Autoencoders for Children Speech Recognition ...
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9
Self-Supervised Representation Learning for Speech Using Visual Grounding and Masked Language Modeling ...
Peng, Puyuan; Harwath, David. - : arXiv, 2022
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10
Cetacean Translation Initiative: a roadmap to deciphering the communication of sperm whales ...
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11
Applying Phonological Features in Multilingual Text-To-Speech ...
Zhang, Cong; Zeng, Huinan; Liu, Huang. - : arXiv, 2021
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12
English Accent Accuracy Analysis in a State-of-the-Art Automatic Speech Recognition System ...
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13
Cross-lingual Low Resource Speaker Adaptation Using Phonological Features ...
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14
Arabic Speech Recognition by End-to-End, Modular Systems and Human ...
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15
The INTERSPEECH 2021 Computational Paralinguistics Challenge: COVID-19 Cough, COVID-19 Speech, Escalation & Primates ...
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16
Discrete representations in neural models of spoken language ...
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17
Learning De-identified Representations of Prosody from Raw Audio ...
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18
Language model fusion for streaming end to end speech recognition ...
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19
Detecting cognitive decline using speech only: The ADReSSo Challenge ...
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20
Automatic audiovisual synchronisation for ultrasound tongue imaging ...
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