Thematische Bibliographien / Speaker embedding

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Auswahl der wissenschaftlichen Literatur zum Thema „Speaker embedding“

Autor: Grafiati

Veröffentlicht am 28. Juni 2021

Zuletzt aktualisiert am 10. Februar 2022

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Zeitschriftenartikel zum Thema "Speaker embedding"

Kang, Woo Hyun, Sung Hwan Mun, Min Hyun Han, and Nam Soo Kim. "Disentangled Speaker and Nuisance Attribute Embedding for Robust Speaker Verification." IEEE Access 8 (2020): 141838–49. http://dx.doi.org/10.1109/access.2020.3012893.

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Lee, Kong Aik, Qiongqiong Wang, and Takafumi Koshinaka. "Xi-Vector Embedding for Speaker Recognition." IEEE Signal Processing Letters 28 (2021): 1385–89. http://dx.doi.org/10.1109/lsp.2021.3091932.

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Sečujski, Milan, Darko Pekar, Siniša Suzić, Anton Smirnov, and Tijana Nosek. "Speaker/Style-Dependent Neural Network Speech Synthesis Based on Speaker/Style Embedding." JUCS - Journal of Universal Computer Science 26, no. 4 (2020): 434–53. http://dx.doi.org/10.3897/jucs.2020.023.

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The paper presents a novel architecture and method for training neural networks to produce synthesized speech in a particular voice and speaking style, based on a small quantity of target speaker/style training data. The method is based on neural network embedding, i.e. mapping of discrete variables into continuous vectors in a low-dimensional space, which has been shown to be a very successful universal deep learning technique. In this particular case, different speaker/style combinations are mapped into different points in a low-dimensional space, which enables the network to capture the sim

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Bae, Ara, and Wooil Kim. "Speaker Verification Employing Combinations of Self-Attention Mechanisms." Electronics 9, no. 12 (2020): 2201. http://dx.doi.org/10.3390/electronics9122201.

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One of the most recent speaker recognition methods that demonstrates outstanding performance in noisy environments involves extracting the speaker embedding using attention mechanism instead of average or statistics pooling. In the attention method, the speaker recognition performance is improved by employing multiple heads rather than a single head. In this paper, we propose advanced methods to extract a new embedding by compensating for the disadvantages of the single-head and multi-head attention methods. The combination method comprising single-head and split-based multi-head attentions sh

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Bahmaninezhad, Fahimeh, Chunlei Zhang, and John H. L. Hansen. "An investigation of domain adaptation in speaker embedding space for speaker recognition." Speech Communication 129 (May 2021): 7–16. http://dx.doi.org/10.1016/j.specom.2021.01.001.

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Li, Wenjie, Pengyuan Zhang, and Yonghong Yan. "TEnet: target speaker extraction network with accumulated speaker embedding for automatic speech recognition." Electronics Letters 55, no. 14 (2019): 816–19. http://dx.doi.org/10.1049/el.2019.1228.

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Mingote, Victoria, Antonio Miguel, Alfonso Ortega, and Eduardo Lleida. "Supervector Extraction for Encoding Speaker and Phrase Information with Neural Networks for Text-Dependent Speaker Verification." Applied Sciences 9, no. 16 (2019): 3295. http://dx.doi.org/10.3390/app9163295.

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In this paper, we propose a new differentiable neural network with an alignment mechanism for text-dependent speaker verification. Unlike previous works, we do not extract the embedding of an utterance from the global average pooling of the temporal dimension. Our system replaces this reduction mechanism by a phonetic phrase alignment model to keep the temporal structure of each phrase since the phonetic information is relevant in the verification task. Moreover, we can apply a convolutional neural network as front-end, and, thanks to the alignment process being differentiable, we can train th

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LIANG, Chunyan, Lin YANG, Qingwei ZHAO, and Yonghong YAN. "Factor Analysis of Neighborhood-Preserving Embedding for Speaker Verification." IEICE Transactions on Information and Systems E95.D, no. 10 (2012): 2572–76. http://dx.doi.org/10.1587/transinf.e95.d.2572.

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Lin, Weiwei, Man-Wai Mak, Na Li, Dan Su, and Dong Yu. "A Framework for Adapting DNN Speaker Embedding Across Languages." IEEE/ACM Transactions on Audio, Speech, and Language Processing 28 (2020): 2810–22. http://dx.doi.org/10.1109/taslp.2020.3030499.

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Byun, Jaeuk, and Jong Won Shin. "Monaural Speech Separation Using Speaker Embedding From Preliminary Separation." IEEE/ACM Transactions on Audio, Speech, and Language Processing 29 (2021): 2753–63. http://dx.doi.org/10.1109/taslp.2021.3101617.

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Dissertationen zum Thema "Speaker embedding"

Cui, Ming. "Experiments in speaker diarization using speaker vectors." Thesis, KTH, Skolan för elektroteknik och datavetenskap (EECS), 2021. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-292217.

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Speaker Diarization is the task of determining ‘who spoke when?’ in an audio or video recording that contains an unknown amount of speech and also an unknown number of speakers. It has emerged as an increasingly important and dedicated domain of speech research. Initially, it was proposed as a research topic related to automatic speech recognition, where speaker diarization serves as an upstream processing step. Over recent years, however, speaker diarization has become an important key technology for many tasks, such as navigation, retrieval, or higher-level inference on audio data. Our resea

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Lukáč, Peter. "Verifikace osob podle hlasu bez extrakce příznaků." Master's thesis, Vysoké učení technické v Brně. Fakulta informačních technologií, 2021. http://www.nusl.cz/ntk/nusl-445531.

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Verifikácia osôb je oblasť, ktorá sa stále modernizuje, zlepšuje a snaží sa vyhovieť požiadavkám, ktoré sa na ňu kladú vo oblastiach využitia ako sú autorizačné systmémy, forenzné analýzy, atď. Vylepšenia sa uskutočňujú vďaka pokrom v hlbokom učení, tvorením nových trénovacích a testovacích dátovych sad a rôznych súťaží vo verifikácií osôb a workshopov. V tejto práci preskúmame modely pre verifikáciu osôb bez extrakcie príznakov. Používanie nespracovaných zvukových stôp ako vstupy modelov zjednodušuje spracovávanie vstpu a teda znižujú sa výpočetné a pamäťové požiadavky a redukuje sa počet hyp

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Fahlström, Myrman Arvid. "Increasing speaker invariance in unsupervised speech learning by partitioning probabilistic models using linear siamese networks." Thesis, KTH, Tal, musik och hörsel, TMH, 2017. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-210237.

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Unsupervised learning of speech is concerned with automatically finding patterns such as words or speech sounds, without supervision in the form of orthographical transcriptions or a priori knowledge of the language. However, a fundamental problem is that unsupervised speech learning methods tend to discover highly speaker-specific and context-dependent representations of speech. We propose a method for improving the quality of posteriorgrams generated from an unsupervised model through partitioning of the latent classes discovered by the model. We do this by training a sparse siamese model to

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Chung-KoYin and 尹崇珂. "Addressee Selection and Deep RL-based Dialog Act Selection with Speaker Embedding and Context Tracking for Multi-Party Conversational Systems." Thesis, 2018. http://ndltd.ncl.edu.tw/handle/h5smz2.

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Che-ChingHuang and 黃喆青. "Speaker Change Detection using Speaker and Articulatory Feature Embeddings." Thesis, 2019. http://ndltd.ncl.edu.tw/handle/ge4d25.

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碩士<br>國立成功大學<br>資訊工程學系<br>107<br>Nowadays, with the improvement and advancement of many related technologies for voice processing, voice interactive software and products have become more and more popular. In the part of the multi-person dialogue voice, we will need to use the speaker change point detection technology to perform voice pre-processing, and then do further analysis and processing. In the past research on speaker change point detection, most of them are based on the characteristics of acoustic features for detection. The method proposed in this thesis is to provide the speaker inf

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Bücher zum Thema "Speaker embedding"

Camp, Elisabeth. A Dual Act Analysis of Slurs. Oxford University Press, 2018. http://dx.doi.org/10.1093/oso/9780198758655.003.0003.

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Slurs are incendiary terms—many deny that sentences containing them can ever be true. And utterances where they occur embedded within normally “quarantining” contexts, like conditionals and indirect reports, can still seem offensive. At the same time, others find that sentences containing slurs can be true; and there are clear cases where embedding does inoculate a speaker from the slur’s offensiveness. This chapter argues that four standard accounts of the “other” element that differentiates slurs from their more neutral counterparts—semantic content, perlocutionary effect, presupposition, an

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Buchteile zum Thema "Speaker embedding"

Karam, Z. N., and W. M. Campbell. "Graph Embedding for Speaker Recognition." In Graph Embedding for Pattern Analysis. Springer New York, 2012. http://dx.doi.org/10.1007/978-1-4614-4457-2_10.

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Zhou, Kai, Qun Yang, Xiusong Sun, and Shaohan Liu. "A Deep Speaker Embedding Transfer Method for Speaker Verification." In Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery. Springer International Publishing, 2019. http://dx.doi.org/10.1007/978-3-030-32456-8_40.

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Zhou, Dao, Longbiao Wang, Kong Aik Lee, Meng Liu, and Jianwu Dang. "Deep Discriminative Embedding with Ranked Weight for Speaker Verification." In Communications in Computer and Information Science. Springer International Publishing, 2020. http://dx.doi.org/10.1007/978-3-030-63823-8_10.

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Amani, Arash, Mohammad Mohammadamini, and Hadi Veisi. "Kurdish Spoken Dialect Recognition Using X-Vector Speaker Embedding." In Speech and Computer. Springer International Publishing, 2021. http://dx.doi.org/10.1007/978-3-030-87802-3_5.

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Tkachenko, Maxim, Alexander Yamshinin, Mikhail Kotov, and Marina Nastasenko. "Lightweight Embeddings for Speaker Verification." In Speech and Computer. Springer International Publishing, 2018. http://dx.doi.org/10.1007/978-3-319-99579-3_70.

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Cyrta, Pawel, Tomasz Trzciński, and Wojciech Stokowiec. "Speaker Diarization Using Deep Recurrent Convolutional Neural Networks for Speaker Embeddings." In Information Systems Architecture and Technology: Proceedings of 38th International Conference on Information Systems Architecture and Technology – ISAT 2017. Springer International Publishing, 2017. http://dx.doi.org/10.1007/978-3-319-67220-5_10.

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Ülgen, İsmail Rasim, Mustafa Erden, and Levent M. Arslan. "Predicting Biometric Error Behaviour from Speaker Embeddings and a Fast Score Normalization Scheme." In Speech and Computer. Springer International Publishing, 2021. http://dx.doi.org/10.1007/978-3-030-87802-3_74.

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Desgrippes, Magalie, and Amelia Lambelet. "3. On the Sociolinguistic Embedding of Portuguese Heritage Language Speakers in Switzerland: Socio-Economic Status and Home Literacy Environment (HELASCOT Project)." In Heritage and School Language Literacy Development in Migrant Children, edited by Raphael Berthele and Amelia Lambelet. Multilingual Matters, 2017. http://dx.doi.org/10.21832/9781783099054-004.

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Millikan, Ruth. "Embedding Language in the World." In Singular Thought and Mental Files. Oxford University Press, 2020. http://dx.doi.org/10.1093/oso/9780198746881.003.0012.

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Direct reference theories hold that nothing beyond reference is carried from speaker to hearer by singular terms. The chapter argues the same is true of common nouns and most other extensional terms such as terms for properties, places, events, and actions. None of these terms carry descriptions, grasp of paradigm property sets, inferential mandates, or anything else to be “loosened” or “tightened” by pragmatic inference. Both thought and language are directly structured by the structure of the world itself, not by peculiarities of the human mind and not by convention. The route from speech to hearer understanding is indirect, passing, typically, through the hearer’s prior grasp of world structure, a structure that hearers may have idiosyncratic ways of grasping. They may have quite different ways of identifying the same thing; that is, different ways of recognizing when new natural or intentional information about the same is arriving at the sensory surfaces.

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Kirk-Giannini, Cameron Domenico, and Ernie Lepore. "Attributions of Attitude (May 22, 1970)." In The Structure of Truth. Oxford University Press, 2020. http://dx.doi.org/10.1093/oso/9780198842491.003.0005.

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The subject of Lecture IV is attributions of attitude. In it, Davidson extends his theory of indirect quotation, which had appeared in 1968, to propositional attitude ascriptions more generally. He begins by criticizing rival accounts due to Quine, Scheffler, Church, and Frege. His positive proposal turns on the idea that the complementizer clauses embedded in ascriptions of attitude are not semantically a part of the embedding sentence. According to the paratactic account he favors, attributions of attitude involve demonstrative reference to an utterance of the speaker’s, which is claimed to stand in some relation to some utterance or attitude of the ascribee.

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Konferenzberichte zum Thema "Speaker embedding"

Li, Lantian, Chao Xing, Dong Wang, Kaimin Yu, and Thomas Fang Zheng. "Binary speaker embedding." In 2016 10th International Symposium on Chinese Spoken Language Processing (ISCSLP). IEEE, 2016. http://dx.doi.org/10.1109/iscslp.2016.7918381.

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Jung, Jee-Weon, Ju-Ho Kim, Hye-Jin Shim, Seung-bin Kim, and Ha-Jin Yu. "Selective Deep Speaker Embedding Enhancement for Speaker Verification." In Odyssey 2020 The Speaker and Language Recognition Workshop. ISCA, 2020. http://dx.doi.org/10.21437/odyssey.2020-25.

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Kottur, Satwik, Xiaoyu Wang, and Vitor Carvalho. "Exploring Personalized Neural Conversational Models." In Twenty-Sixth International Joint Conference on Artificial Intelligence. International Joint Conferences on Artificial Intelligence Organization, 2017. http://dx.doi.org/10.24963/ijcai.2017/521.

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Modeling dialog systems is currently one of the most active problems in Natural Language Processing. Recent advancement in Deep Learning has sparked an interest in the use of neural networks in modeling language, particularly for personalized conversational agents that can retain contextual information during dialog exchanges. This work carefully explores and compares several of the recently proposed neural conversation models, and carries out a detailed evaluation on the multiple factors that can significantly affect predictive performance, such as pretraining, embedding training, data cleani

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Han, Min Hyun, Woo Hyun Kang, Sung Hwan Mun, and Nam Soo Kim. "Information Preservation Pooling for Speaker Embedding." In Odyssey 2020 The Speaker and Language Recognition Workshop. ISCA, 2020. http://dx.doi.org/10.21437/odyssey.2020-9.

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Chen, Chia-Ping, Su-Yu Zhang, Chih-Ting Yeh, Jia-Ching Wang, Tenghui Wang, and Chien-Lin Huang. "Speaker Characterization Using TDNN-LSTM Based Speaker Embedding." In ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2019. http://dx.doi.org/10.1109/icassp.2019.8683185.

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Georges, Munir, Jonathan Huang, and Tobias Bocklet. "Compact Speaker Embedding: lrx-Vector." In Interspeech 2020. ISCA, 2020. http://dx.doi.org/10.21437/interspeech.2020-2106.

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Toruk, Mesut, Gokhan Bilgin, and Ahmet Serbes. "Speaker Diarization using Embedding Vectors." In 2020 28th Signal Processing and Communications Applications Conference (SIU). IEEE, 2020. http://dx.doi.org/10.1109/siu49456.2020.9302162.

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Karam, Zahi N., and William M. Campbell. "Graph-embedding for speaker recognition." In Interspeech 2010. ISCA, 2010. http://dx.doi.org/10.21437/interspeech.2010-726.

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Wang, Po-Chin, Chia-Ping Chen, Chung-Li Lu, Bo-Cheng Chan, and Shan-Wen Hsiao. "Improving Embedding-based Neural-Network Speaker Recognition." In Odyssey 2020 The Speaker and Language Recognition Workshop. ISCA, 2020. http://dx.doi.org/10.21437/odyssey.2020-8.

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Yamamoto, Hitoshi, Kong Aik Lee, Koji Okabe, and Takafumi Koshinaka. "Speaker Augmentation and Bandwidth Extension for Deep Speaker Embedding." In Interspeech 2019. ISCA, 2019. http://dx.doi.org/10.21437/interspeech.2019-1508.

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