Home
Catalogue search
Refine your search:
Keyword
Creator / Publisher:
Hussain, Amir (80)
Cambria, Erik (26)
Dashtipour, Kia (23)
Gogate, Mandar (19)
Computing Science (17)
orcid:0000-0002-8080-082X (15)
Gelbukh, Alexander (12)
Poria, Soujanya (12)
Adeel, Ahsan (10)
Hussain, A (8)
more
Year
Medium:
Online (80)
Type
BLLDB-Access
Search in the Catalogues and Directories
All fields
Title
Creator / Publisher
Keyword
Year
AND
OR
AND NOT
All fields
Title
Creator / Publisher
Keyword
Year
AND
OR
AND NOT
All fields
Title
Creator / Publisher
Keyword
Year
AND
OR
AND NOT
All fields
Title
Creator / Publisher
Keyword
Year
AND
OR
AND NOT
All fields
Title
Creator / Publisher
Keyword
Year
Sort by
creator [A → Z]
'
creator [Z → A]
'
publishing year ↑ (asc)
'
publishing year ↓ (desc)
'
title [A → Z]
'
title [Z → A]
'
Simple Search
Page:
1
2
3
4
Hits 1 – 20 of 80
1
Persian Sentence-level Sentiment Polarity Classification
Dashtipour, Kia
;
Gogate, Mandar
;
Gelbukh, Alexander
...
In: ICOTEN ; https://hal.archives-ouvertes.fr/hal-03258138 ; ICOTEN, Jun 2021, Glasgow, United Kingdom (2021)
BASE
Show details
2
Persian Sentence-level Sentiment Polarity Classification
Dashtipour, Kia
;
Gogate, Mandar
;
Gelbukh, Alexander
...
In: ICOTEN ; https://hal.archives-ouvertes.fr/hal-03241928 ; ICOTEN, May 2021, Glasgow, France (2021)
BASE
Show details
3
Extending persian sentiment lexicon with idiomatic expressions for sentiment analysis
Dashtipour, Kia
;
Gogate, Mandar
;
Gelbukh, Alexander
. - : Springer, 2021
BASE
Show details
4
Novel Deep Convolutional Neural Network-Based Contextual Recognition of Arabic Handwritten Scripts
Ahmed, Rami
;
Gogate, Mandar
;
Tahir, Ahsen
. - : MDPI, 2021
BASE
Show details
5
Does semantics aid syntax? An empirical study on named entity recognition and classification
Zhong, Xiaoshi
;
Cambria, Erik
;
Hussain, Amir
. - : Springer, 2021
BASE
Show details
6
Arabic question answering system: a survey
Azmi, Aqil M.
;
Cambria, Erik
;
Hussain, Amir
. - : Springer, 2021
BASE
Show details
7
Advances in machine translation for sign language: approaches, limitations, and challenges
Sabir, Nabeel
;
Abid, Adnan
;
Hussain, Amir
. - : Springer, 2021
BASE
Show details
8
A novel context-aware multimodal framework for persian sentiment analysis
Dashtipour, Kia
;
Gogate, Mandar
;
Cambria, Erik
. - : Elsevier, 2021
BASE
Show details
9
A semi-supervised approach for sentiment analysis of arab (ic+ izi) messages: Application to the algerian dialect
Adeel, Ahsan
;
Guellil, Imane
;
Gogate, Mandar
. - : Springer, 2021
BASE
Show details
10
Multi-lingual character handwriting framework based on an integrated deep learning based sequence-to-sequence attention model
Rabhi, Besma
;
Elbaati, Abdelkarim
;
Boubaker, Houcine
. - : Springer, 2021
BASE
Show details
11
A Semi-supervised Approach for Sentiment Analysis of Arab(ic+izi) Messages: Application to the Algerian Dialect
Guellil, Imane
;
Adeel, Ahsan
;
Azouaou, Faical
. - 2021
BASE
Show details
12
A Novel Context-Aware Multimodal Framework for Persian Sentiment Analysis
Dashtipour, Kia
;
Gogate, Mandar
;
Cambria, Erik
. - : Elsevier BV, 2021
BASE
Show details
13
Novel Deep Convolutional Neural Network-Based Contextual Recognition of Arabic Handwritten Scripts
Ahmed, Rami
;
Gogate, Mandar
;
Tahir, Ahsen
. - : MDPI, 2021
BASE
Show details
14
Persian Sentence-level Sentiment Polarity Classification
Dashtipour, Kia
;
Gogate, Mandar
;
Gelbukh, Alexander
. - : IEEE, 2021. : Piscataway, NJ, USA, 2021
BASE
Show details
15
Extracting Time Expressions and Named Entities with Constituent-Based Tagging Schemes
Zhong, Xiaoshi
;
Cambria, Erik
;
Hussain, Amir
. - : Springer, 2020
BASE
Show details
16
CochleaNet: A robust language-independent audio-visual model for real-time speech enhancement
Gogate, Mandar
;
Dashtipour, Kia
;
Adeel, Ahsan
;
Hussain, Amir
. - : Elsevier, 2020
Abstract:
Noisy situations cause huge problems for the hearing-impaired, as hearing aids often make speech more audible but do not always restore intelligibility. In noisy settings, humans routinely exploit the audio-visual (AV) nature of speech to selectively suppress background noise and focus on the target speaker. In this paper, we present a novel language-, noise- and speaker-independent AV deep neural network (DNN) architecture, termed CochleaNet, for causal or real-time speech enhancement (SE). The model jointly exploits noisy acoustic cues and noise robust visual cues to focus on the desired speaker and improve speech intelligibility. The proposed SE framework is evaluated using a first of its kind AV binaural speech corpus, ASPIRE, recorded in real noisy environments, including cafeteria and restaurant settings. We demonstrate superior performance of our approach in terms of both objective measures and subjective listening tests, over state-of-the-art SE approaches, including recent DNN based SE models. In addition, our work challenges a popular belief that scarcity of a multi-lingual, large vocabulary AV corpus and a wide variety of noises is a major bottleneck to build robust language, speaker and noise-independent SE systems. We show that a model trained on a synthetic mixture of the benchmark GRID corpus (with 33 speakers and a small English vocabulary) and CHiME 3 noises (comprising bus, pedestrian, cafeteria, and street noises) can generalise well, not only on large vocabulary corpora with a wide variety of speakers and noises, but also on completely unrelated languages such as Mandarin.
Keyword:
Audio-Visual
;
Deep learning
;
Language-independent
;
Multi-modal Hearing aids
;
Noise-independent
;
Real noisy audio-visual corpus
;
Speaker independent
;
Speech enhancement
;
Speech separation
URL:
https://doi.org/10.1016/j.inffus.2020.04.001
http://researchrepository.napier.ac.uk/Output/2692701
BASE
Hide details
17
Offline Arabic Handwriting Recognition Using Deep Machine Learning: A Review of Recent Advances
Ahmed, Rami
;
Dashtipour, Kia
;
Gogate, Mandar
. - : Springer, 2020
BASE
Show details
18
Persuasive dialogue understanding: The baselines and negative results
Chen, Hui
;
Ghosal, Deepanway
;
Majumder, Navonil
. - : Elsevier, 2020
BASE
Show details
19
Deep Neural Network Driven Binaural Audio Visual Speech Separation
Gogate, Mandar
;
Dashtipour, Kia
;
Bell, Peter
. - : Institute of Electrical and Electronics Engineers, 2020
BASE
Show details
20
Visual Speech In Real Noisy Environments (VISION): A Novel Benchmark Dataset and Deep Learning-Based Baseline System
Gogate, Mandar
;
Dashtipour, Kia
;
Hussain, Amir
. - 2020
BASE
Show details
Page:
1
2
3
4
Mobile view
All
Catalogues
UB Frankfurt Linguistik
3
IDS Mannheim
0
OLC Linguistik
0
UB Frankfurt Retrokatalog
0
DNB Subject Category Language
0
Institut für Empirische Sprachwissenschaft
0
Leibniz-Centre General Linguistics (ZAS)
0
Bibliographies
BLLDB
0
BDSL
0
IDS Bibliografie zur deutschen Grammatik
0
IDS Bibliografie zur Gesprächsforschung
0
IDS Konnektoren im Deutschen
0
IDS Präpositionen im Deutschen
0
IDS OBELEX meta
0
MPI-SHH Linguistics Collection
0
MPI for Psycholinguistics
0
Linked Open Data catalogues
Annohub
0
Online resources
Link directory
0
Journal directory
0
Database directory
0
Dictionary directory
0
Open access documents
BASE
77
Linguistik-Repository
0
IDS Publikationsserver
0
Online dissertations
0
Language Description Heritage
0
© 2013 - 2024 Lin|gu|is|tik
|
Imprint
|
Privacy Policy
|
Datenschutzeinstellungen ändern