FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3133501470> ?p ?o ?g. }

• W3133501470 abstract "Query by example spoken term detection (QbE-STD) is a popular keyword detection method in the absence of speech resources. It can build a keyword query system with decent performance when there are few labeled speeches and a lack of pronunciation dictionaries. In recent years, neural acoustic word embeddings (NAWEs) has become a commonly used QbE-STD method. To make the embedded features extracted by the neural network contain more accurate context information, we use wav2vec pre-training to improve the performance of the network. Compared with the Mel-frequency cepstral coefficients(MFCC) system, the average precision (AP) is relatively improved by 11.1%. We also find that the AP of the wav2vec and MFCC splicing system is better, demonstrating that wav2vec cannot contain all spectrum information. To accelerate the convergence speed of the splicing system, we use circle loss to replace the triplet loss, making the convergence about 40% epochs earlier on average. The circle loss also relatively increases AP by more than 4.9%. The AP of our best-performing system is 7.7% better than the wav2vec baseline system and 19.7% better than the MFCC baseline system." @default.
• W3133501470 created "2021-03-15" @default.
• W3133501470 creator A5021148619 @default.
• W3133501470 creator A5043381222 @default.
• W3133501470 creator A5052454197 @default.
• W3133501470 creator A5066595006 @default.
• W3133501470 date "2021-01-24" @default.
• W3133501470 modified "2023-09-25" @default.
• W3133501470 title "Improves Neural Acoustic Word Embeddings Query by Example Spoken Term Detection with Wav2vec Pretraining and Circle Loss" @default.
• W3133501470 cites W1494198834 @default.
• W3133501470 cites W1524333225 @default.
• W3133501470 cites W1577418252 @default.
• W3133501470 cites W2064675550 @default.
• W3133501470 cites W2126203737 @default.
• W3133501470 cites W2137089646 @default.
• W3133501470 cites W2166637769 @default.
• W3133501470 cites W2171019095 @default.
• W3133501470 cites W2190506272 @default.
• W3133501470 cites W2271840356 @default.
• W3133501470 cites W2296362153 @default.
• W3133501470 cites W2494980014 @default.
• W3133501470 cites W2513125788 @default.
• W3133501470 cites W2566587499 @default.
• W3133501470 cites W2578392894 @default.
• W3133501470 cites W2614542633 @default.
• W3133501470 cites W2962736743 @default.
• W3133501470 cites W2963571336 @default.
• W3133501470 cites W2963775347 @default.
• W3133501470 cites W2964169922 @default.
• W3133501470 cites W2973049979 @default.
• W3133501470 cites W3007486152 @default.
• W3133501470 cites W3008444411 @default.
• W3133501470 cites W3015356564 @default.
• W3133501470 cites W3016181583 @default.
• W3133501470 cites W3034303554 @default.
• W3133501470 doi "https://doi.org/10.1109/iscslp49672.2021.9362065" @default.
• W3133501470 hasPublicationYear "2021" @default.
• W3133501470 type Work @default.
• W3133501470 sameAs 3133501470 @default.
• W3133501470 citedByCount "0" @default.
• W3133501470 crossrefType "proceedings-article" @default.
• W3133501470 hasAuthorship W3133501470A5021148619 @default.
• W3133501470 hasAuthorship W3133501470A5043381222 @default.
• W3133501470 hasAuthorship W3133501470A5052454197 @default.
• W3133501470 hasAuthorship W3133501470A5066595006 @default.
• W3133501470 hasConcept C121332964 @default.
• W3133501470 hasConcept C138885662 @default.
• W3133501470 hasConcept C151730666 @default.
• W3133501470 hasConcept C151989614 @default.
• W3133501470 hasConcept C154945302 @default.
• W3133501470 hasConcept C162324750 @default.
• W3133501470 hasConcept C2524010 @default.
• W3133501470 hasConcept C2777303404 @default.
• W3133501470 hasConcept C2779343474 @default.
• W3133501470 hasConcept C2780844864 @default.
• W3133501470 hasConcept C28490314 @default.
• W3133501470 hasConcept C33923547 @default.
• W3133501470 hasConcept C41008148 @default.
• W3133501470 hasConcept C41895202 @default.
• W3133501470 hasConcept C50522688 @default.
• W3133501470 hasConcept C50644808 @default.
• W3133501470 hasConcept C52622490 @default.
• W3133501470 hasConcept C61797465 @default.
• W3133501470 hasConcept C62520636 @default.
• W3133501470 hasConcept C86803240 @default.
• W3133501470 hasConcept C90805587 @default.
• W3133501470 hasConceptScore W3133501470C121332964 @default.
• W3133501470 hasConceptScore W3133501470C138885662 @default.
• W3133501470 hasConceptScore W3133501470C151730666 @default.
• W3133501470 hasConceptScore W3133501470C151989614 @default.
• W3133501470 hasConceptScore W3133501470C154945302 @default.
• W3133501470 hasConceptScore W3133501470C162324750 @default.
• W3133501470 hasConceptScore W3133501470C2524010 @default.
• W3133501470 hasConceptScore W3133501470C2777303404 @default.
• W3133501470 hasConceptScore W3133501470C2779343474 @default.
• W3133501470 hasConceptScore W3133501470C2780844864 @default.
• W3133501470 hasConceptScore W3133501470C28490314 @default.
• W3133501470 hasConceptScore W3133501470C33923547 @default.
• W3133501470 hasConceptScore W3133501470C41008148 @default.
• W3133501470 hasConceptScore W3133501470C41895202 @default.
• W3133501470 hasConceptScore W3133501470C50522688 @default.
• W3133501470 hasConceptScore W3133501470C50644808 @default.
• W3133501470 hasConceptScore W3133501470C52622490 @default.
• W3133501470 hasConceptScore W3133501470C61797465 @default.
• W3133501470 hasConceptScore W3133501470C62520636 @default.
• W3133501470 hasConceptScore W3133501470C86803240 @default.
• W3133501470 hasConceptScore W3133501470C90805587 @default.
• W3133501470 hasLocation W31335014701 @default.
• W3133501470 hasOpenAccess W3133501470 @default.
• W3133501470 hasPrimaryLocation W31335014701 @default.
• W3133501470 hasRelatedWork W2005850498 @default.
• W3133501470 hasRelatedWork W2022587872 @default.
• W3133501470 hasRelatedWork W2498699197 @default.
• W3133501470 hasRelatedWork W2547369883 @default.
• W3133501470 hasRelatedWork W285442696 @default.
• W3133501470 hasRelatedWork W2899879954 @default.
• W3133501470 hasRelatedWork W3098224700 @default.
• W3133501470 hasRelatedWork W3119347171 @default.
• W3133501470 hasRelatedWork W4281389974 @default.
• W3133501470 hasRelatedWork W4288388626 @default.

• next