Shamima Najnin

Publication Activity (10 Years)

Years Active: 2013-2021
Publications (10 Years): 10

Top Topics

Optimization Algorithm

Predictive Coding

Speech Recognition

Cepstral Features

Top Venues

Int. J. Speech Technol.

Publications

Derssie Mebratu, Niranjan Hasabnis, Pietro Mercati, Gaurit Sharma, Shamima Najnin
Automatic Tuning of Tensorflow's CPU Backend using Gradient-Free Optimization Algorithms. CoRR (2021)
Derssie Mebratu, Niranjan Hasabnis, Pietro Mercati, Gaurit Sharma, Shamima Najnin
Automatic Tuning of Tensorflow's CPU Backend Using Gradient-Free Optimization Algorithms. ISC Workshops (2021)
Shamima Najnin, Bonny Banerjee
Speech recognition using cepstral articulatory features. Speech Commun. 107 (2019)
Shamima Najnin, Celia Shahnaz
Detection and Classification of Nasalized Vowels in Noise Based on Cepstra Derived from Differential Product Spectrum. Circuits Syst. Signal Process. 36 (1) (2017)
Shamima Najnin, Bonny Banerjee
A predictive coding framework for a developmental agent: Speech motor skill acquisition and speech production. Speech Commun. 92 (2017)
Shamima Najnin, Bonny Banerjee
Emergence of Vocal Developmental Sequences in a Predictive Coding Model of Speech Acquisition. INTERSPEECH (2016)
Shamima Najnin, Bonny Banerjee, Lisa Lucks Mendel, Masoumeh Heidari Kapourchali, Jayanta Kumar Dutta, Sungmin Lee, Chhayakanta Patro, Monique Pousson
Identifying Hearing Loss from Learned Speech Kernels. INTERSPEECH (2016)
Bonny Banerjee, Masoumeh Heidari Kapourchali, Shamima Najnin, Lisa Lucks Mendel, Sungmin Lee, Chhayakanta Patro, Monique Pousson
Inferring Hearing Loss from Learned Speech Kernels. ICMLA (2016)
Shamima Najnin, Celia Shahnaz
A detection and classification method for nasalized vowels in noise using product spectrum based cepstra. Int. J. Speech Technol. 18 (1) (2015)
Bonny Banerjee, Lisa Lucks Mendel, Jayanta Kumar Dutta, Hasti Shabani, Shamima Najnin
Identifying Hearing Deficiencies from Statistically Learned Speech Features for Personalized Tuning of Cochlear Implants. AAAI Workshop: Artificial Intelligence Applied to Assistive Technologies and Smart Environments (2015)
Celia Shahnaz, Shamima Najnin, Shaikh Anowarul Fattah, Wei-Ping Zhu, M. Omair Ahmad
A detection method of nasalised vowels based on an acoustic parameter derived from phase spectrum. ISCAS (2013)