Matches in SemOpenAlex for { <https://semopenalex.org/work/W3108350582> ?p ?o ?g. }
Showing items 1 to 57 of
57
with 100 items per page.
- W3108350582 endingPage "328" @default.
- W3108350582 startingPage "319" @default.
- W3108350582 abstract "Enormous research is going on Automatic Speech Recognition (ASR) in the past decade. Human-Computer Interaction (HCI) will become more efficient and hands-free through voice-based commands. In our proposed work of speech recognition, we have taken a list of ten major railway stations in South Eastern Railway (SER) from Howrah (One major railway station in West Bengal, India) to Medinipur (A station in West Bengal, India). We have chosen the ten important stations where most number of passengers travels through the local train. The passengers spent a huge amount of time in the long queue for collecting the tickets. We have created a small speech corpus, where 20 people have uttered these stations ten times; a total of 2000 audio samples. We have done a prepocessing phase, followed by a Mel-Frequency Cepstral Coefficients (MFCC), (Delta ) MFCC and (Delta ) (Delta ) MFCC feature extraction method and finally a Long Short-Term Memory (LSTM) sequence classification has been used for correct identification of the station’s name and obtained the highest training accuracy of 96.87% for the different hyperparameters discussed in Sect. 5." @default.
- W3108350582 created "2020-12-07" @default.
- W3108350582 creator A5017962974 @default.
- W3108350582 creator A5029933284 @default.
- W3108350582 creator A5051862218 @default.
- W3108350582 creator A5075526095 @default.
- W3108350582 date "2020-11-24" @default.
- W3108350582 modified "2023-09-23" @default.
- W3108350582 title "Voice-Based Railway Station Identification Using LSTM Approach" @default.
- W3108350582 cites W2076462394 @default.
- W3108350582 cites W2144568264 @default.
- W3108350582 cites W2183016404 @default.
- W3108350582 cites W2293634267 @default.
- W3108350582 cites W2912581782 @default.
- W3108350582 cites W2921893421 @default.
- W3108350582 cites W2963192365 @default.
- W3108350582 doi "https://doi.org/10.1007/978-981-15-7834-2_30" @default.
- W3108350582 hasPublicationYear "2020" @default.
- W3108350582 type Work @default.
- W3108350582 sameAs 3108350582 @default.
- W3108350582 citedByCount "0" @default.
- W3108350582 crossrefType "book-chapter" @default.
- W3108350582 hasAuthorship W3108350582A5017962974 @default.
- W3108350582 hasAuthorship W3108350582A5029933284 @default.
- W3108350582 hasAuthorship W3108350582A5051862218 @default.
- W3108350582 hasAuthorship W3108350582A5075526095 @default.
- W3108350582 hasConcept C116834253 @default.
- W3108350582 hasConcept C154945302 @default.
- W3108350582 hasConcept C28490314 @default.
- W3108350582 hasConcept C41008148 @default.
- W3108350582 hasConcept C59822182 @default.
- W3108350582 hasConcept C86803240 @default.
- W3108350582 hasConceptScore W3108350582C116834253 @default.
- W3108350582 hasConceptScore W3108350582C154945302 @default.
- W3108350582 hasConceptScore W3108350582C28490314 @default.
- W3108350582 hasConceptScore W3108350582C41008148 @default.
- W3108350582 hasConceptScore W3108350582C59822182 @default.
- W3108350582 hasConceptScore W3108350582C86803240 @default.
- W3108350582 hasLocation W31083505821 @default.
- W3108350582 hasOpenAccess W3108350582 @default.
- W3108350582 hasPrimaryLocation W31083505821 @default.
- W3108350582 hasRelatedWork W2312116756 @default.
- W3108350582 hasRelatedWork W2363804782 @default.
- W3108350582 hasRelatedWork W2368779261 @default.
- W3108350582 hasRelatedWork W2778699561 @default.
- W3108350582 hasRelatedWork W2794438528 @default.
- W3108350582 hasRelatedWork W2893763841 @default.
- W3108350582 hasRelatedWork W2899374547 @default.
- W3108350582 hasRelatedWork W2995996972 @default.
- W3108350582 hasRelatedWork W3128571556 @default.
- W3108350582 hasRelatedWork W4304891817 @default.
- W3108350582 isParatext "false" @default.
- W3108350582 isRetracted "false" @default.
- W3108350582 magId "3108350582" @default.
- W3108350582 workType "book-chapter" @default.