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Online Own Voice Detection for a Multi-Channel Multi-Sensor In-Ear Device

Pasi Pertila, Eemi Fagerlund, Anu Huttunen, Ville Myllyla
<span title="2021-12-15">2021</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/blxwdtb2nfevpltlbto4vdqbte" style="color: black;">IEEE Sensors Journal</a> </i> &nbsp;
Voice activity detection (VAD) aims for detecting the presence of speech in a given input signal, and is often the first step in voice -based applications such as speech communication systems.  ...  A signal mixing model is proposed to produce databases of noisy observations used for training and testing the frame-by-frame OVD method.  ...  The network was trained using 320 minutes of speech mixed with different noise databases. For VAD, the data was processed in 30 ms frames with 10 ms overlap.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/jsen.2021.3122936">doi:10.1109/jsen.2021.3122936</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/vtvpdhxo4zef7ik7uruyfglwbu">fatcat:vtvpdhxo4zef7ik7uruyfglwbu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220107060934/https://ieeexplore.ieee.org/ielx7/7361/9650682/09585510.pdf?tp=&amp;arnumber=9585510&amp;isnumber=9650682&amp;ref=" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/86/67/86676f83cc357ebd8ef114eca4e3eac72555a30e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/jsen.2021.3122936"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> ieee.com </button> </a>

End-to-End Speech Endpoint Detection Utilizing Acoustic and Language Modeling Knowledge for Online Low-Latency Speech Recognition

Inyoung Hwang, Joon-Hyuk Chang
<span title="">2020</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/q7qi7j4ckfac7ehf3mjbso4hne" style="color: black;">IEEE Access</a> </i> &nbsp;
The simulated speech data were generated by artificially mixing the clean utterances from the WSJ0 into background recordings.  ...  For the GLDNN-based EPD [31] , the grid-LSTM used 12-dim grid-LSTM units, where the filter size was 8 with the stride 2 (overlapped by 6).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2020.3020696">doi:10.1109/access.2020.3020696</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ofc5jibrqzcqhm2lvdx66kfmwm">fatcat:ofc5jibrqzcqhm2lvdx66kfmwm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200902152459/https://ieeexplore.ieee.org/ielx7/6287639/6514899/09181510.pdf?tp=&amp;arnumber=9181510&amp;isnumber=6514899&amp;ref=" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/26/82/26827402eb8e4c712051934bad23534058eec766.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2020.3020696"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> ieee.com </button> </a>

Significance of Learning and Memories in Computational Methods

Kuraku Nirmala, Saruladha Dr. K.
<span title="2020-03-28">2020</span> <i title="BioAxis DNA Research Centre"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/grcyvowbjbbnfdmv2azpa6ltf4" style="color: black;">Helix</a> </i> &nbsp;
Images can be understood by classifying the color palletes and the schemes. Voice is is differentiated with the help of acoustic models and the infra sound detection models.  ...  Neural Networks plays catalytic role for the artificial intelligence and learning processes.  ...  of learning and obtaining pin-point comprehensions in various high dimensions of vectored and non-vectored data, orchestrations of DNN, RNN, CNN and LSTM has to take place no matter they are specific  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.29042/2020-10-2-219-225">doi:10.29042/2020-10-2-219-225</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/pey5lljb35fxxlfyvv6mouwxiu">fatcat:pey5lljb35fxxlfyvv6mouwxiu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201106070308/https://helixscientific.pub/index.php/home/article/download/134/134/498" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/45/3c/453cb0978b93fd54aa10cea328ea80ab00d8e988.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.29042/2020-10-2-219-225"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Recurrent Neural Network Transducer for Audio-Visual Speech Recognition [article]

Takaki Makino, Brendan Shillingford
<span title="2019-11-08">2019</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
This work presents a large-scale audio-visual speech recognition system based on a recurrent neural network transducer (RNN-T) architecture.  ...  To highlight the contribution of the visual modality, we also evaluated the performance of our system on the YTDEV18 set artificially corrupted with background noise and overlapping speech.  ...  We can artificially add overlapping speech to the audio training data by randomly selecting an utterance from the training set as a form of multi-style training [33] . We do Table 6 .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1911.04890v1">arXiv:1911.04890v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/m4fxjpwvsnbadi4uw2qylueazu">fatcat:m4fxjpwvsnbadi4uw2qylueazu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200902060618/https://arxiv.org/pdf/1911.04890v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/a4/f0/a4f0556a6225135c4525c5fda2fcab00c91609a3.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1911.04890v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Recurrent Neural Networks: An Embedded Computing Perspective [article]

Nesma M. Rezk, Madhura Purnaprajna, Tomas Nordström, Zain Ul-Abdin
<span title="2019-11-22">2019</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Recurrent Neural Networks (RNNs) are a class of machine learning algorithms used for applications with time-series and sequential data.  ...  Additionally, this article observes that high performance has been targeted by many implementations while flexibility was still less attempted.  ...  For instance, in aircraft anomaly detection, the accepted range of data fluctuation is only 5% [99] . III.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1908.07062v2">arXiv:1908.07062v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/gf6k5fbztza6le2kwhuqpgdyku">fatcat:gf6k5fbztza6le2kwhuqpgdyku</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200908050429/https://arxiv.org/pdf/1908.07062v2.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/29/ba/29ba1259be1cbe959a7ae296e2ef0a1b1b7b8e6a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1908.07062v2" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Traffic Monitoring System Based on Deep Learning and Seismometer Data

Ahmad Bahaa Ahmad, Takeshi Tsuji
<span title="2021-05-18">2021</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/smrngspzhzce7dy6ofycrfxbim" style="color: black;">Applied Sciences</a> </i> &nbsp;
data recorded by geophones.  ...  By analogy with techniques used in speech recognition, we used different artificial intelligence techniques to extract features of three, different-sized vehicles (buses, cars, motorcycles) and seismic  ...  Acknowledgments: Thanks to Chanmaly CHHUN, Fernando LAWRENS, Rezkia DEWI, Fahrudin, and Tarek IMAM (Kyushu University) for their helping in collecting seismic data.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/app11104590">doi:10.3390/app11104590</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/sgfkp3amqnftjjpnvezgxcklfi">fatcat:sgfkp3amqnftjjpnvezgxcklfi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210519062017/https://res.mdpi.com/d_attachment/applsci/applsci-11-04590/article_deploy/applsci-11-04590.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/b5/e2/b5e205d6dc800eb27f7e8f9ced9447488fa46044.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/app11104590"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Study on Fast-Changing Mixed-Modulation Recognition Based on Neural Network Algorithms

<span title="2020-12-31">2020</span> <i title="Korean Society for Internet Information (KSII)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/hupfbobgkvepdnt5g32qxkypsy" style="color: black;">KSII Transactions on Internet and Information Systems</a> </i> &nbsp;
In this paper, an end-to-end MR method based on long short-term memory (LSTM) and the gated recurrent unit (GRU) is put forward, which can directly predict the modulation type from a sampled signal.  ...  as the training data.  ...  Acknowledgement This work was supported by the Fundamental Research Funds for the Central Universities, China (NS2020063).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3837/tiis.2020.12.003">doi:10.3837/tiis.2020.12.003</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/rs24lyfqvjdttbhhhli6ocy6dq">fatcat:rs24lyfqvjdttbhhhli6ocy6dq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210105030235/http://itiis.org/digital-library/manuscript/file/24137/TIIS%20Vol%2014,%20No%2012-3.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/07/ca/07caa6f0a3cd9741059e5a25ee8945f0bddf44af.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3837/tiis.2020.12.003"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Design and Integration of alert signal detector and separator for hearing Aid applications

Gautam S Bhat, Nikhil Shankar, Issa M. Panahi
<span title="">2020</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/q7qi7j4ckfac7ehf3mjbso4hne" style="color: black;">IEEE Access</a> </i> &nbsp;
The entire setup is integrated with speech enhancement (SE) algorithms, and before the compression stage, used in a hearing aid device (HAD) signal processing pipeline.  ...  The proposed method is based on convolutional neural network (CNN) and convolutional-recurrent neural network (CRNN).  ...  Artificial neural network (ANN) based pattern matching technique was used to detect police vehicle sirens in [25] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2020.2999546">doi:10.1109/access.2020.2999546</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/32793404">pmid:32793404</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC7423022/">pmcid:PMC7423022</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ycvntvzxlbbkdjwqrsoeubkujq">fatcat:ycvntvzxlbbkdjwqrsoeubkujq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210429104521/https://ieeexplore.ieee.org/ielx7/6287639/8948470/09106356.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/90/c3/90c365d64f3548b48ca98d98dcaa5238f7d2645a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2020.2999546"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> ieee.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7423022" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Research on Singing Voice Detection Based on a Long-Term Recurrent Convolutional Network with Vocal Separation and Temporal Smoothing

Xulong Zhang, Yi Yu, Yongwei Gao, Xi Chen, Wei Li
<span title="2020-09-07">2020</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ikdpfme5h5egvnwtvvtjrnntyy" style="color: black;">Electronics</a> </i> &nbsp;
Singing voice detection or vocal detection is a classification task that determines whether a given audio segment contains singing voices.  ...  The convolutional layer in LRCN functions in feature extraction, and the long short-term memory (LSTM) layer can learn the time sequence relationship.  ...  [17] proposed a data-driven method based on LSTM-RNN, which used standard RASTA-PLP as a front-end feature.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/electronics9091458">doi:10.3390/electronics9091458</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ayhdd3rif5dmfj7wsp3p3ih6zy">fatcat:ayhdd3rif5dmfj7wsp3p3ih6zy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201015075754/https://res.mdpi.com/d_attachment/electronics/electronics-09-01458/article_deploy/electronics-09-01458-v2.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ed/13/ed13b4018f5e4502b8734a21b028bcddef193366.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/electronics9091458"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Counting Cells in Time-Lapse Microscopy using Deep Neural Networks [article]

Alexander Gomez Villa, Augusto Salazar, Igor Stefanini
<span title="2018-01-31">2018</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
The advantages, working conditions and limitations of the ConvNet-LSTM method are discussed.  ...  A spatiotemporal model using ConvNets and long short term memory (LSTM) recurrent neural networks is proposed to overcome temporal variations.  ...  Also, 3 dimensional Con-vNets (input frames overlapped as layers) and attention based models (in recurrent neural networks) could enhance performance.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1801.10443v1">arXiv:1801.10443v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xksshmglvngjfhgzzimkhd4zd4">fatcat:xksshmglvngjfhgzzimkhd4zd4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20191024211843/https://arxiv.org/pdf/1801.10443v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/08/a6/08a60812d71900d0d175b1cbc6077bfb2a959534.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1801.10443v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Semi-Supervised Training of Transformer and Causal Dilated Convolution Network with Applications to Topic Classification

Jinxiang Zeng, Du Zhang, Zhiyi Li, Xiaolin Li
<span title="2021-06-20">2021</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/smrngspzhzce7dy6ofycrfxbim" style="color: black;">Applied Sciences</a> </i> &nbsp;
Aiming at the audio event recognition problem of speech recognition, a decision fusion method based on the Transformer and Causal Dilated Convolutional Network (TCDCN) framework is proposed.  ...  At the same time, our dataset comes from audio clips cropped by YouTube.  ...  Data Availability Statement: Not applicable. Conflicts of Interest: The authors declare no conflict of interest.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/app11125712">doi:10.3390/app11125712</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/stdxsde37vbx3it2sabr44h2ny">fatcat:stdxsde37vbx3it2sabr44h2ny</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210629022103/https://res.mdpi.com/d_attachment/applsci/applsci-11-05712/article_deploy/applsci-11-05712-v3.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/76/6a/766a9311028fa5d29901bdfc743cf3f95899e60b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/app11125712"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Exploring Video Captioning Techniques: A Comprehensive Survey on Deep Learning Methods

Saiful Islam, Aurpan Dash, Ashek Seum, Amir Hossain Raj, Tonmoy Hossain, Faisal Muhammad Shah
<span title="2021-02-27">2021</span> <i title="Springer Science and Business Media LLC"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/yzo2wjv2bbh2zo3zo5p7scalee" style="color: black;">SN Computer Science</a> </i> &nbsp;
From 2015 to 2020, with all major datasets, some models such as, Inception-Resnet-v2 + C3D + LSTM, ResNet-101 + I3D + Transformer, ResNet-152 + ResNext-101 (R3D) + (LSTM, GAN) have achieved by far best  ...  Besides that, Long Short Term Memory (LSTM) has been mainly used as the language model. However, nowadays, the Gated Recurrent Unit (GRU) and Transformer are slowly replacing LSTM.  ...  Threshold Based Detection The approach used by Kojima et al.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s42979-021-00487-x">doi:10.1007/s42979-021-00487-x</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/uk75jtc4yngcpfmb5hzk4eqx7u">fatcat:uk75jtc4yngcpfmb5hzk4eqx7u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210718062252/https://link.springer.com/content/pdf/10.1007/s42979-021-00487-x.pdf?error=cookies_not_supported&amp;code=5d03278a-68bd-413c-a4f9-545614baf6ea" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/7d/5d/7d5d6ddc6e4bdb490e554bc9f121d39df07ffea8.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s42979-021-00487-x"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

A Unified System for Aggression Identification in English Code-Mixed and Uni-Lingual Texts

Anant Khandelwal, Niraj Kumar
<span title="2020-01-05">2020</span> <i title="ACM"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/a2fknsowijchbkg65t4bxflbmm" style="color: black;">Proceedings of the 7th ACM IKDD CoDS and 25th COMAD</a> </i> &nbsp;
Finally, the system takes the decision based on model averaging. We evaluated our system on English Code-Mixed TRAC 2018 dataset and uni-lingual English dataset obtained from Kaggle.  ...  Our multi-modal deep learning architecture contains, Deep Pyramid CNN, Pooled BiLSTM, and Disconnected RNN(with Glove and FastText embedding, both).  ...  RNN called Long Short-Term Memory (LSTM) [14] as shown in Figure 3 .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/3371158.3371165">doi:10.1145/3371158.3371165</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/comad/KhandelwalK20.html">dblp:conf/comad/KhandelwalK20</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ka3zmz4h3ffejdn3ezztnrkxsy">fatcat:ka3zmz4h3ffejdn3ezztnrkxsy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200321073326/https://arxiv.org/pdf/2001.05493v1.pdf" title="fulltext PDF download [not primary version]" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <span style="color: #f43e3e;">&#10033;</span> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/3371158.3371165"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

HLR-Net: A Hybrid Lip-Reading Model Based on Deep Convolutional Neural Networks

Amany M. Sarhan, Nada M. Elshennawy, Dina M. Ibrahim
<span title="">2021</span> <i title="Computers, Materials and Continua (Tech Science Press)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/amujz7fcqna6do727z6ev3ueo4" style="color: black;">Computers Materials &amp; Continua</a> </i> &nbsp;
Recently proposed methods for lip reading are based on sequence-to-sequence architectures that are designed for natural machine translation and audio speech recognition.  ...  This paper proposes a lip-reading model that helps deaf people and persons with hearing problems to understand a speaker by capturing a video of the speaker and inputting it into the proposed model to  ...  Related Work Introducing artificial intelligence to lip reading can greatly help deaf people by providing an automated method to understand video data presented to them.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.32604/cmc.2021.016509">doi:10.32604/cmc.2021.016509</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/dt5nbcy4lrabzedm5tzba6xale">fatcat:dt5nbcy4lrabzedm5tzba6xale</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220228113413/https://www.techscience.com/ueditor/files/cmc/TSP-CMC-68-2/TSP_CMC_16509/TSP_CMC_16509.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/5b/71/5b710a0fe4db7e6c9006efb7e8bff6ff87c7d83b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.32604/cmc.2021.016509"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Decoding speech from spike-based neural population recordings in secondary auditory cortex of non-human primates

Christopher Heelan, Jihun Lee, Ronan O'Shea, Laurie Lynch, David M. Brandman, Wilson Truccolo, Arto V. Nurmikko
<span title="2019-12-11">2019</span> <i title="Springer Science and Business Media LLC"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/mzxttxs3pbflldxliejplve56e" style="color: black;">Communications Biology</a> </i> &nbsp;
Here, we report the first successful neural decoding of English words with high intelligibility from intracortical spike-based neural population activity recorded from the secondary auditory cortex of  ...  The presented spike-based machine learning neural decoding approach may further be useful in informing future encoding strategies to deliver direct auditory percepts to the brain as specific patterns of  ...  Data availability The data that supports the findings of this study are available upon request from the corresponding authors [C.H., J.L., and A.N.].  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1038/s42003-019-0707-9">doi:10.1038/s42003-019-0707-9</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/31840111">pmid:31840111</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC6906475/">pmcid:PMC6906475</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/p4ny6gxvivf7bnxt57ppvhzqte">fatcat:p4ny6gxvivf7bnxt57ppvhzqte</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20191214062620/https://www.nature.com/articles/s42003-019-0707-9.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/e8/4d/e84d168b1003fea06cf0f2fac168503310981ec6.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1038/s42003-019-0707-9"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6906475" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>
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