125 citations · 140 across the 10 of their papers we have counts for
10 papers
Significance of Data Augmentation for Improving Cleft Lip and Palate Speech Recognition
Protima Nomo Sudro, Rohan Kumar Das, Rohit Sinha +1
The automatic recognition of pathological speech, particularly from children with any articulatory impairment, is a challenging task due to various reasons. The lack of available d…
Processing Phoneme Specific Segments for Cleft Lip and Palate Speech Enhancement
Protima Nomo Sudro, Rohit Sinha, S. R. Mahadeva Prasanna
The cleft lip and palate (CLP) speech intelligibility is distorted due to the deformation in their articulatory system. For addressing the same, a few previous works perform phonem…
Enhancing the Intelligibility of Cleft Lip and Palate Speech using Cycle-consistent Adversarial Networks
Protima Nomo Sudro, Rohan Kumar Das, Rohit Sinha +1
Cleft lip and palate (CLP) refer to a congenital craniofacial condition that causes various speech-related disorders. As a result of structural and functional deformities, the affe…
Investigating Target Set Reduction for End-to-End Speech Recognition of Hindi-English Code-Switching Data
Kunal Dhawan, Ganji Sreeram, Kumar Priyadarshi +1
End-to-end (E2E) systems are fast replacing the conventional systems in the domain of automatic speech recognition. As the target labels are learned directly from speech data, the…
Joint Language Identification of Code-Switching Speech using Attention based E2E Network
Sreeram Ganji, Kunal Dhawan, Kumar Priyadarshi +1
Language identification (LID) has relevance in many speech processing applications. For the automatic recognition of code-switching speech, the conventional approaches often employ…
Hindi-English Code-Switching Speech Corpus
Ganji Sreeram, Kunal Dhawan, Rohit Sinha
Code-switching refers to the usage of two languages within a sentence or discourse. It is a global phenomenon among multilingual communities and has emerged as an independent area…
Language Modeling for Code-Switched Data: Challenges and Approaches
Ganji Sreeram, Rohit Sinha
Lately, the problem of code-switching has gained a lot of attention and has emerged as an active area of research. In bilingual communities, the speakers commonly embed the words a…
Correlation and Class Based Block Formation for Improved Structured Dictionary Learning
Nagendra Kumar, Rohit Sinha
In recent years, the creation of block-structured dictionary has attracted a lot of interest. Learning such dictionaries involve two step process: block formation and dictionary up…
A Fast Data Driven Shrinkage of Singular Values for Arbitrary Rank Signal Matrix Denoising
Santosh Kumar Yadav, Rohit Sinha, Prabin Kumar Bora
Recovering a low-rank signal matrix from its noisy observation, commonly known as matrix denoising, is a fundamental inverse problem in statistical signal processing. Matrix denois…
Electrocardiogram signal denoising using non-local wavelet transform domain filtering
Santosh Kumar Yadav, Rohit Sinha, Prabin Kumar Bora
ECG signals are usually corrupted by baseline wander, power-line interference, muscle noise, etc. and numerous methods have been proposed to remove these noises. However, in case o…