90 citations · 312 across the 20 of their papers we have counts for
21 papers
Wavelet Scattering Transform for Improving Generalization in Low-Resourced Spoken Language Identification
Spandan Dey, Premjeet Singh, Goutam Saha
Commonly used features in spoken language identification (LID), such as mel-spectrogram or MFCC, lose high-frequency information due to windowing. The loss further increases for lo…
Cross-Corpora Spoken Language Identification with Domain Diversification and Generalization
Spandan Dey, Md Sahidullah, Goutam Saha
This work addresses the cross-corpora generalization issue for the low-resourced spoken language identification (LID) problem. We have conducted the experiments in the context of I…
Modulation spectral features for speech emotion recognition using deep neural networks
Premjeet Singh, Md Sahidullah, Goutam Saha
This work explores the use of constant-Q transform based modulation spectral features (CQT-MSF) for speech emotion recognition (SER). The human perception and analysis of sound com…
An Overview of Indian Spoken Language Recognition from Machine Learning Perspective
Spandan Dey, Md Sahidullah, Goutam Saha
Automatic spoken language identification (LID) is a very important research field in the era of multilingual voice-command-based human-computer interaction (HCI). A front-end LID m…
Analysis of constant-Q filterbank based representations for speech emotion recognition
Premjeet Singh, Shefali Waldekar, Md Sahidullah +1
This work analyzes the constant-Q filterbank-based time-frequency representations for speech emotion recognition (SER). Constant-Q filterbank provides non-linear spectro-temporal r…
Robust Acoustic Domain Identification with its Application to Speaker Diarization
A Kishore Kumar, Shefali Waldekar, Md Sahidullah +1
With the rise in multimedia content over the years, more variety is observed in the recording environments of audio. An audio processing system might benefit when it has a module t…