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Compact Speaker Embedding: lrx-vector

Munir Georges, Jonathan Huang, Tobias Bocklet
2020 arXiv   pre-print
In this paper, we present the lrx-vector system, which is the low-rank factorized version of the x-vector embedding network.  ...  We discuss the deployment of knowledge distillation for training the lrx-vector system and compare against low-rank factorization with SVD.  ...  Compact Speaker Embedding System Model topology: lrx-vector First, we analyze the vanilla TDNN layer, which we represent by a feed forward network (FFN).  ... 
arXiv:2008.05011v1 fatcat:ns3gaqschne2phcspgoum3qfp4

Compact Speaker Embedding: lrx-Vector

Munir Georges, Jonathan Huang, Tobias Bocklet
2020 Interspeech 2020  
In this paper, we present the lrx-vector system, which is the low-rank factorized version of the x-vector embedding network.  ...  We discuss the deployment of knowledge distillation for training the lrx-vector system and compare against low-rank factorization with SVD.  ...  Compact Speaker Embedding System Model topology: lrx-vector First, we analyze the vanilla TDNN layer, which we represent by a feed forward network (FFN).  ... 
doi:10.21437/interspeech.2020-2106 dblp:conf/interspeech/GeorgesHB20 fatcat:eopoener7ndirgm6kgiuixzwam

Wireless Power Transfer Techniques for Implantable Medical Devices: A Review

Sadeque Reza Khan, Sumanth Kumar Pavuluri, Gerard Cummins, Marc P.Y. Desmulliez
2020 Sensors  
The RX coil is modeled as an equivalent voltage source, VRX with inductance, LRX and self-resistance, RRX.  ...  External coil is embedded to eyeglasses. A thin and small implantable coil is embedded on a wearable Parylene platform.  ... 
doi:10.3390/s20123487 pmid:32575663 pmcid:PMC7349694 fatcat:wehqkfoc2vctdogndl4txd3sde

Design of Distributed Wireless Power Transmission System

Telnaz Zarifi Dizaji
2016
Therefore, coils are more desired as they have less radiation loss and compact sizes compared to radiating antennas at that frequency.  ...  Renowned NFC devices which are currently available in market, Nokia's wireless charging plate and JBL Power-up Wireless Charging Speaker and Nexus 4 wireless charger from Google.  ... 
doi:10.7939/r3dz03c3v fatcat:oyw4larnqzaplg3v6hctpanfmi

Atti del IX Convegno Annuale AIUCD. La svolta inevitabile: sfide e prospettive per l'Informatica Umanistica

Cristina Marras, Marco Passarotti, Greta Franzini, Eleonora Litta
2020
<pb facs="#image-p2"/> Or, with a more compact encoding: <!  ...  First of all, the compactness of the DSL respect to TEI encoding.  ...  As I explained in the introduction, World War I writers were not confident about the spelling of Italian, owing to their education and their being dialect speakers.  ... 
doi:10.6092/unibo/amsacta/6316 fatcat:g337khs2mzarbkiy47am74bnve

Music Encoding Conference Proceedings 2021. 19–22 July, 2021 University of Alicante (Spain): Onsite & Online. Edited by Stefan Münnich and David Rizo [article]

HC User, Stefan Münnich, David Rizo
2022
For this reason, the overlays created with MPM Toolbox are implemented as semi-transparent and compact symbols.  ...  Then, all the readings registered in the model are embedded as MEI elements in the output file.  ... 
doi:10.17613/fc1c-mx52 fatcat:yq2zdtkf2bbqpoyls2spog6gky