b'Md Sahidullah'

research

∙ 06/13/2023

Speaker Verification Across Ages: Investigating Deep Speaker Embedding Sensitivity to Age Mismatch in Enrollment and Test Speech

In this paper, we study the impact of the ageing on modern deep speaker ...

0 Vishwanath Pratap Singh, et al. ∙

research

∙ 06/01/2023

Stuttering Detection Using Speaker Representations and Self-supervised Contextual Embeddings

The adoption of advanced deep learning architectures in stuttering detec...

0 Shakeel A. Sheikh, et al. ∙

research

∙ 05/31/2023

How to Construct Perfect and Worse-than-Coin-Flip Spoofing Countermeasures: A Word of Warning on Shortcut Learning

Shortcut learning, or `Clever Hans effect` refers to situations where a ...

0 Hye-Jin Shim, et al. ∙

research

∙ 05/30/2023

Towards single integrated spoofing-aware speaker verification embeddings

This study aims to develop a single integrated spoofing-aware speaker ve...

2 Sung Hwan Mun, et al. ∙

research

∙ 03/02/2023

Speaker-Aware Anti-Spoofing

We address speaker-aware anti-spoofing, where prior knowledge of the tar...

0 Xuechen Liu, et al. ∙

research

∙ 03/02/2023

Distilling Multi-Level X-vector Knowledge for Small-footprint Speaker Verification

Deep speaker models yield low error rates in speaker verification. Nonet...

0 Xuechen Liu, et al. ∙

research

∙ 02/21/2023

Advancing Stuttering Detection via Data Augmentation, Class-Balanced Loss and Multi-Contextual Deep Learning

Stuttering is a neuro-developmental speech impairment characterized by u...

0 Shakeel A. Sheikh, et al. ∙

research

∙ 02/10/2023

Cross-Corpora Spoken Language Identification with Domain Diversification and Generalization

This work addresses the cross-corpora generalization issue for the low-r...

0 Spandan Dey, et al. ∙

research

∙ 01/14/2023

Modulation spectral features for speech emotion recognition using deep neural networks

This work explores the use of constant-Q transform based modulation spec...

0 Premjeet Singh, et al. ∙

research

∙ 11/30/2022

An Overview of Indian Spoken Language Recognition from Machine Learning Perspective

Automatic spoken language identification (LID) is a very important resea...

0 Spandan Dey, et al. ∙

research

∙ 11/29/2022

Analysis of constant-Q filterbank based representations for speech emotion recognition

This work analyzes the constant-Q filterbank-based time-frequency repres...

0 Premjeet Singh, et al. ∙

research

∙ 10/05/2022

ASVspoof 2021: Towards Spoofed and Deepfake Speech Detection in the Wild

Benchmarking initiatives support the meaningful comparison of competing ...

0 Xuechen Liu, et al. ∙

research

∙ 08/05/2022

Robust Acoustic Domain Identification with its Application to Speaker Diarization

With the rise in multimedia content over the years, more variety is obse...

0 A Kishore Kumar, et al. ∙

research

∙ 07/20/2022

End-to-End and Self-Supervised Learning for ComParE 2022 Stuttering Sub-Challenge

In this paper, we present end-to-end and speech embedding based systems ...

0 Shakeel Ahmad Sheikh, et al. ∙

research

∙ 04/30/2022

Baselines and Protocols for Household Speaker Recognition

Speaker recognition on household devices, such as smart speakers, featur...

0 Alexey Sholokhov, et al. ∙

research

∙ 04/21/2022

Baseline Systems for the First Spoofing-Aware Speaker Verification Challenge: Score and Embedding Fusion

Deep learning has brought impressive progress in the study of both autom...

0 Hye-Jin Shim, et al. ∙

research

∙ 04/04/2022

Robust Stuttering Detection via Multi-task and Adversarial Learning

By automatic detection and identification of stuttering, speech patholog...

0 Shakeel Ahmad Sheikh, et al. ∙

research

∙ 04/04/2022

Introducing ECAPA-TDNN and Wav2Vec2.0 Embeddings to Stuttering Detection

The adoption of advanced deep learning (DL) architecture in stuttering d...

0 Shakeel Ahmad Sheikh, et al. ∙

research

∙ 03/21/2022

Spoofing-Aware Speaker Verification with Unsupervised Domain Adaptation

In this paper, we initiate the concern of enhancing the spoofing robustn...

0 Xuechen Liu, et al. ∙

research

∙ 02/10/2022

Learnable Nonlinear Compression for Robust Speaker Verification

In this study, we focus on nonlinear compression methods in spectral fea...

0 Xuechen Liu, et al. ∙

research

∙ 10/21/2021

Optimizing Multi-Taper Features for Deep Speaker Verification

Multi-taper estimators provide low-variance power spectrum estimates tha...

0 Xuechen Liu, et al. ∙

research

∙ 09/24/2021

Optimized Power Normalized Cepstral Coefficients towards Robust Deep Speaker Verification

After their introduction to robust speech recognition, power normalized ...

0 Xuechen Liu, et al. ∙

research

∙ 09/24/2021

Parameterized Channel Normalization for Far-field Deep Speaker Verification

We address far-field speaker verification with deep neural network (DNN)...

0 Xuechen Liu, et al. ∙

research

∙ 09/01/2021

ASVspoof 2021: accelerating progress in spoofed and deepfake speech detection

ASVspoof 2021 is the forth edition in the series of bi-annual challenges...

1 Junichi Yamagishi, et al. ∙

research

∙ 09/01/2021

ASVspoof 2021: Automatic Speaker Verification Spoofing and Countermeasures Challenge Evaluation Plan

The automatic speaker verification spoofing and countermeasures (ASVspoo...

2 Hector Delgado, et al. ∙

research

∙ 09/01/2021

Benchmarking and challenges in security and privacy for voice biometrics

For many decades, research in speech technologies has focused upon impro...

0 Jean-Francois Bonastre, et al. ∙

research

∙ 07/08/2021

Machine Learning for Stuttering Identification: Review, Challenges Future Directions

Stuttering is a speech disorder during which the flow of speech is inter...

0 Shakeel Ahmad Sheikh, et al. ∙

research

∙ 06/11/2021

Visualizing Classifier Adjacency Relations: A Case Study in Speaker Verification and Voice Anti-Spoofing

Whether it be for results summarization, or the analysis of classifier f...

7 Tomi Kinnunen, et al. ∙

research

∙ 05/25/2021

Utterance partitioning for speaker recognition: an experimental review and analysis with new findings under GMM-SVM framework

The performance of speaker recognition system is highly dependent on the...

6 Nirmalya Sen, et al. ∙

research

∙ 05/12/2021

StutterNet: Stuttering Detection Using Time Delay Neural Network

This paper introduces StutterNet, a novel deep learning based stuttering...

0 Shakeel A. Sheikh, et al. ∙

research

∙ 05/11/2021

Deep scattering network for speech emotion recognition

This paper introduces scattering transform for speech emotion recognitio...

0 Premjeet Singh, et al. ∙

research

∙ 05/10/2021

Cross-Corpora Language Recognition: A Preliminary Investigation with Indian Languages

In this paper, we conduct one of the very first studies for cross-corpor...

0 Spandan Dey, et al. ∙

research

∙ 03/26/2021

Data Quality as Predictor of Voice Anti-Spoofing Generalization

Voice anti-spoofing aims at classifying a given speech input either as a...

0 Bhusan Chettri, et al. ∙

research

∙ 02/20/2021

Learnable MFCCs for Speaker Verification

We propose a learnable mel-frequency cepstral coefficient (MFCC) fronten...

0 Xuechen Liu, et al. ∙

research

∙ 02/11/2021

ASVspoof 2019: spoofing countermeasures for the detection of synthesized, converted and replayed speech

The ASVspoof initiative was conceived to spearhead research in anti-spoo...

0 Andreas Nautsch, et al. ∙

research

∙ 02/10/2021

ABSP System for The Third DIHARD Challenge

This report describes the speaker diarization system developed by the AB...

0 A Kishore Kumar, et al. ∙

research

∙ 02/08/2021

Non-linear frequency warping using constant-Q transformation for speech emotion recognition

In this work, we explore the constant-Q transform (CQT) for speech emoti...

0 Premjeet Singh, et al. ∙

research

∙ 02/03/2021

Data Generation Using Pass-phrase-dependent Deep Auto-encoders for Text-Dependent Speaker Verification

In this paper, we propose a novel method that trains pass-phrase specifi...

0 Achintya Kumar Sarkar, et al. ∙

research

∙ 01/25/2021

Domain-Dependent Speaker Diarization for the Third DIHARD Challenge

This report presents the system developed by the ABSP Laboratory team fo...

0 A Kishore Kumar, et al. ∙

research

∙ 07/30/2020

A Comparative Re-Assessment of Feature Extractors for Deep Speaker Embeddings

Modern automatic speaker verification relies largely on deep neural netw...

0 Xuechen Liu, et al. ∙

research

∙ 07/26/2020

UIAI System for Short-Duration Speaker Verification Challenge 2020

In this work, we present the system description of the UIAI entry for th...

0 Md Sahidullah, et al. ∙

research

∙ 07/21/2020

Optimization of data-driven filterbank for automatic speaker verification

Most of the speech processing applications use triangular filters spaced...

0 Susanta Sarangi, et al. ∙

research

∙ 07/12/2020

Tandem Assessment of Spoofing Countermeasures and Automatic Speaker Verification: Fundamentals

Recent years have seen growing efforts to develop spoofing countermeasur...

0 Tomi Kinnunen, et al. ∙

research

∙ 11/10/2019

Evaluating Voice Conversion-based Privacy Protection against Informed Attackers

Speech signals are a rich source of speaker-related information includin...

0 Brij Mohan Lal Srivastava, et al. ∙

research

∙ 11/06/2019

The Speed Submission to DIHARD II: Contributions Lessons Learned

This paper describes the speaker diarization systems developed for the S...

0 Md Sahidullah, et al. ∙

research

∙ 11/05/2019

The ASVspoof 2019 database

Automatic speaker verification (ASV) is one of the most natural and conv...

0 Xin Wang, et al. ∙

research

∙ 06/03/2019

Voice Mimicry Attacks Assisted by Automatic Speaker Verification

In this work, we simulate a scenario, where a publicly available ASV sys...

0 Ville Vestman, et al. ∙

research

∙ 04/16/2019

I4U Submission to NIST SRE 2018: Leveraging from a Decade of Shared Experiences

The I4U consortium was established to facilitate a joint entry to NIST s...

0 Kong Aik Lee, et al. ∙

research

∙ 04/09/2019

ASVspoof 2019: Future Horizons in Spoofed and Fake Audio Detection

ASVspoof, now in its third edition, is a series of community-led challen...

0 Massimiliano Todisco, et al. ∙

research

∙ 01/29/2019

Quality Measures for Speaker Verification with Short Utterances

The performances of the automatic speaker verification (ASV) systems deg...

0 Arnab Poddar, et al. ∙

Md Sahidullah

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