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1
Hippocampal ensembles represent sequential relationships among an extended sequence of nonspatial events.
In: Nature communications, vol 13, iss 1 (2022)
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2
Are multi-modal lexical representations forgotten in an all-or-none manner? ...
Crowley, Rebecca. - : Open Science Framework, 2022
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3
Canary Song Decoder: Transduction and Implicit Segmentation with ESNs and LTSMs
In: https://hal.inria.fr/hal-03203374 ; 2021 (2021)
Abstract: Domestic canaries produce complex vocal patterns embedded in various levels of abstraction. Studying such temporal organization is of particular relevance to understand how animal brains represent and process vocal inputs such as language. However, this requires a large amount of annotated data. We propose a fast and easy-to-train transducer model based on RNN architectures to automate parts of the annotation process. This is similar to a speech recognition task. We demonstrate that RNN architectures can be efficiently applied on spectral features (MFCC) to annotate songs at time frame level and at phrase level. We achieved around 95% accuracy at frame level on particularly complex canary songs, and ESNs achieved around 5% of word error rate (WER) at phrase level. Moreover, we are able to build this model using only around 13 to 20 minutes of annotated songs. Training time takes only 35 seconds using 2 hours and 40 minutes of data for the ESN, allowing to quickly run experiments without the need of powerful hardware.
Keyword: [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]; [INFO.INFO-NE]Computer Science [cs]/Neural and Evolutionary Computing [cs.NE]; [SCCO.LING]Cognitive science/Linguistics; [SDV.NEU]Life Sciences [q-bio]/Neurons and Cognition [q-bio.NC]; Audio Classification; Birdsong; Echo State Networks; Long Short Terms Memory; MFCC; RNN
URL: https://hal.inria.fr/hal-03203374/file/Trouvain2021_Canary-Song-Decoder_Hal-preprint-v1.pdf
https://hal.inria.fr/hal-03203374/document
https://hal.inria.fr/hal-03203374
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4
Learning emotions latent representation with CVAE for Text-Driven Expressive AudioVisual Speech Synthesis
In: ISSN: 0893-6080 ; Neural Networks ; https://hal.inria.fr/hal-03204193 ; Neural Networks, Elsevier, 2021, 141, pp.315-329. ⟨10.1016/j.neunet.2021.04.021⟩ (2021)
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5
Canary Song Decoder: Transduction and Implicit Segmentation with ESNs and LTSMs
In: ICANN 2021 - 30th International Conference on Artificial Neural Networks ; https://hal.inria.fr/hal-03203374 ; ICANN 2021 - 30th International Conference on Artificial Neural Networks, Sep 2021, Bratislava, Slovakia. pp.71--82, ⟨10.1007/978-3-030-86383-8_6⟩ ; https://link.springer.com/chapter/10.1007/978-3-030-86383-8_6 (2021)
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6
Files to support: "Prior Experience with Unlabeled Actions Promotes 3-Year-Old Children’s Verb Learning" ...
Aussems, Suzanne. - : Open Science Framework, 2021
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7
Explanatory Item Response Analysis of the CERAD List Learning Test ...
Goette, William. - : Open Science Framework, 2021
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8
SANKAT PRADATA AUR JANATA. ...
Tomar, Neetusingh. - : figshare, 2021
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9
SANKAT PRADATA AUR JANATA. ...
Tomar, Neetusingh. - : figshare, 2021
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10
SANKAT PRADATA AUR JANATA. ...
Tomar, Neetusingh. - : figshare, 2021
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11
SANKAT PRADATA AUR JANATA. ...
Tomar, Neetusingh. - : figshare, 2021
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12
The Role of Working Memory in Statistical Word Learning ...
Li, Ye. - : Open Science Framework, 2021
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13
Motoric and Language Systems Associated with Note-taking: Going Beyond Handwriting Speed ...
Tyson, Elena Aurora Salazar. - : Columbia University, 2021
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14
Do adults with dyslexia have syntactic processing difficulties that affect their word learning through reading as they read syntactically complex passages? ...
Chen, Jiahan. - : Open Science Framework, 2021
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15
Are multi-modal lexical representations retrieved in an all-or-none manner? ...
Crowley, Rebecca. - : Open Science Framework, 2021
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16
Language Games and the Emergence of Discourse
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17
Complex vocal learning and three-dimensional mating environments
Verpooten, Jan. - 2021
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18
Danger changes the way the brain processes innocuous information: a study of sensory preconditioning in rats
Qureshi, Omar, School of Psychology, Science, UNSW. - : University of New South Wales. School of Psychology, 2021
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19
Generating Effective Sentence Representations: Deep Learning and Reinforcement Learning Approaches
In: Electronic Thesis and Dissertation Repository (2021)
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20
Kesan emosi terhadap penerimaan bantuan dan hubungannya dengan kesejahteraan hidup dalam kalangan asnaf : satu kajian di Sabah
Norafifah Bali; Wanda Kiyah George Albert; Norzihan Ayub. - : Fakulti Psikologi dan Pendidikan, 2021
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