research
∙
06/13/2023
A Novel Scheme to classify Read and Spontaneous Speech
The COVID-19 pandemic has led to an increased use of remote telephonic i...
share
research
∙
03/22/2023
Selective Data Augmentation for Robust Speech Translation
Speech translation (ST) systems translate speech in one language to text...
research
∙
10/03/2022
Text-to-Audio Grounding Based Novel Metric for Evaluating Audio Caption Similarity
Automatic Audio Captioning (AAC) refers to the task of translating an au...
research
∙
03/24/2022
Computing Optimal Location of Microphone for Improved Speech Recognition
It was shown in our earlier work that the measurement error in the micro...
research
∙
01/28/2022
Automatic Audio Captioning using Attention weighted Event based Embeddings
Automatic Audio Captioning (AAC) refers to the task of translating audio...
research
∙
01/24/2022
Synthetic speech detection using meta-learning with prototypical loss
Recent works on speech spoofing countermeasures still lack generalizatio...
research
∙
03/24/2021
A Novel Adaptive Minority Oversampling Technique for Improved Classification in Data Imbalanced Scenarios
Imbalance in the proportion of training samples belonging to different c...
research
∙
03/10/2021
Automatic Speaker Independent Dysarthric Speech Intelligibility Assessment System
Dysarthria is a condition which hampers the ability of an individual to ...
research
∙
02/16/2021
Semi Supervised Learning For Few-shot Audio Classification By Episodic Triplet Mining
Few-shot learning aims to generalize unseen classes that appear during t...
research
∙
12/18/2019
A Cycle-GAN Approach to Model Natural Perturbations in Speech for ASR Applications
Naturally introduced perturbations in audio signal, caused by emotional ...
research
∙
11/05/2019
A Deep Learning approach for Hindi Named Entity Recognition
Named Entity Recognition is one of the most important text processing re...
research
∙
12/15/2017
A Novel Approach for Effective Learning in Low Resourced Scenarios
Deep learning based discriminative methods, being the state-of-the-art m...
research
∙
10/12/2017
Adapting general-purpose speech recognition engine output for domain-specific natural language question answering
Speech-based natural language question-answering interfaces to enterpris...
research
∙
04/24/2017
k-FFNN: A priori knowledge infused Feed-forward Neural Networks
Recurrent neural network (RNN) are being extensively used over feed-forw...
research
∙
01/11/2016
Evaluating the Performance of a Speech Recognition based System
Speech based solutions have taken center stage with growth in the servic...
research
∙
04/07/2015
Voice based self help System: User Experience Vs Accuracy
In general, self help systems are being increasingly deployed by service...
research
∙
04/07/2015
On-line Handwritten Devanagari Character Recognition using Fuzzy Directional Features
This paper describes a new feature set for use in the recognition of on-...
research
∙
04/07/2015
Mobile Phone Based Vehicle License Plate Recognition for Road Policing
Identity of a vehicle is done through the vehicle license plate by traff...
research
∙
03/25/2015
A Rule-Based Short Query Intent Identification System
Using SMS (Short Message System), cell phones can be used to query for i...
research
∙
01/11/2015
Online Handwritten Devanagari Stroke Recognition Using Extended Directional Features
This paper describes a new feature set, called the extended directional ...
research
∙
10/25/2014
A Framework for On-Line Devanagari Handwritten Character Recognition
The main challenge in on-line handwritten character recognition in India...
research
∙
06/10/2014