Najim Dehak

ADCeleb: A Longitudinal Speech Dataset from Public Figures for Early Detection of Alzheimer’s Disease Interspeech 2025 Count Your Speakers! Multitask Learning for Multimodal Speaker Diarization Interspeech 2025 FaiST: A Benchmark Dataset for Fairness in Speech Technology Interspeech 2025 Multimodal Emotion Diarization: Frame-Wise Integration of Text and Audio Representations Interspeech 2025 Paired by the Teacher: Turning Unpaired Data into High-Fidelity Pairs for Low-Resource Text Generation EMNLP 2025 The Interspeech 2025 Challenge on Speech Emotion Recognition in Naturalistic Conditions Interspeech 2025 CA-SSLR: Condition-Aware Self-Supervised Learning Representation for Generalized Speech Processing NeurIPS 2024 Exploring the Complementary Nature of Speech and Eye Movements for Profiling Neurological Disorders Interspeech 2024 Finding Spoken Identifications: Using GPT-4 Annotation for an Efficient and Fast Dataset Creation Pipeline COLING 2024 Leveraging Universal Speech Representations for Detecting and Assessing the Severity of Mild Cognitive Impairment Across Languages Interspeech 2024 Noise-robust Speech Separation with Fast Generative Correction Interspeech 2024 Advances in Language Recognition in Low Resource African Languages: The JHU-MIT Submission for NIST LRE22 Interspeech 2023 Do Phonatory Features Display Robustness to Characterize Parkinsonian Speech Across Corpora? Interspeech 2023 DuTa-VC: A Duration-aware Typical-to-atypical Voice Conversion Approach with Diffusion Probabilistic Model Interspeech 2023 Segmental SpeechCLIP: Utilizing Pretrained Image-text Models for Audio-Visual Learning Interspeech 2023 Self-FiLM: Conditioning GANs with self-supervised representations for bandwidth extension based speaker recognition Interspeech 2023 AdvEst: Adversarial Perturbation Estimation to Classify and Detect Adversarial Attacks against Speaker Identification Interspeech 2022 Chunking Defense for Adversarial Attacks on ASR Interspeech 2022 Defense against Adversarial Attacks on Hybrid Speech Recognition System using Adversarial Fine-tuning with Denoiser Interspeech 2022 End-to-End Neural Speaker Diarization with an Iterative Refinement of Non-Autoregressive Attention-based Attractors Interspeech 2022 Joint domain adaptation and speech bandwidth extension using time-domain GANs for speaker verification Interspeech 2022 Non-contrastive self-supervised learning of utterance-level speech representations Interspeech 2022 Align-Denoise: Single-Pass Non-Autoregressive Speech Recognition Interspeech 2021 Automatic Detection and Assessment of Alzheimer Disease Using Speech and Language Technologies in Low-Resource Scenarios Interspeech 2021 Deep Feature CycleGANs: Speaker Identity Preserving Non-Parallel Microphone-Telephone Domain Adaptation for Speaker Verification Interspeech 2021 Representation Learning to Classify and Detect Adversarial Attacks Against Speaker and Speech Recognition Systems Interspeech 2021 Segmental Contrastive Predictive Coding for Unsupervised Word Segmentation Interspeech 2021 Spine2Net: SpineNet with Res2Net and Time-Squeeze-and-Excitation Blocks for Speaker Recognition Interspeech 2021 WaveGrad 2: Iterative Refinement for Text-to-Speech Synthesis Interspeech 2021 Black-Box Attacks on Spoofing Countermeasures Using Transferability of Adversarial Examples Interspeech 2020 Learning Speaker Embedding from Text-to-Speech Interspeech 2020 Punctuation Prediction in Spontaneous Conversations: Can We Mitigate ASR Errors with Retrofitted Word Embeddings? Interspeech 2020 Self-Expressing Autoencoders for Unsupervised Spoken Term Discovery Interspeech 2020 That Sounds Familiar: An Analysis of Phonetic Representations Transfer Across Languages Interspeech 2020 Using State of the Art Speaker Recognition and Natural Language Processing Technologies to Detect Alzheimer’s Disease and Assess its Severity Interspeech 2020 x-Vectors Meet Adversarial Attacks: Benchmarking Adversarial Robustness in Speaker Verification Interspeech 2020 ASSERT: Anti-Spoofing with Squeeze-Excitation and Residual Networks Interspeech 2019 Improving Emotion Identification Using Phone Posteriors in Raw Speech Waveform Based DNN Interspeech 2019 MCE 2018: The 1st Multi-Target Speaker Detection and Identification Challenge Evaluation Interspeech 2019 Pretraining by Backtranslation for End-to-End ASR in Low-Resource Settings Interspeech 2019 State-of-the-Art Speaker Recognition for Telephone and Video Speech: The JHU-MIT Submission for NIST SRE18 Interspeech 2019 Study of the Performance of Automatic Speech Recognition Systems in Speakers with Parkinson’s Disease Interspeech 2019 The JHU Speaker Recognition System for the VOiCES 2019 Challenge Interspeech 2019 Tied Mixture of Factor Analyzers Layer to Combine Frame Level Representations in Neural Speaker Embeddings Interspeech 2019 Unsupervised Acoustic Segmentation and Clustering Using Siamese Network Embeddings Interspeech 2019 An Investigation of Non-linear i-vectors for Speaker Verification Interspeech 2018 Automatic Speech Recognition and Topic Identification from Speech for Almost-Zero-Resource Languages Interspeech 2018 Deep Neural Networks for Emotion Recognition Combining Audio and Transcripts Interspeech 2018 Diarization is Hard: Some Experiences and Lessons Learned for the JHU Team in the Inaugural DIHARD Challenge Interspeech 2018 Effectiveness of Single-Channel BLSTM Enhancement for Language Identification Interspeech 2018 Emotion Identification from Raw Speech Signals Using DNNs Interspeech 2018 End-to-end Deep Neural Network Age Estimation Interspeech 2018 Investigation on Bandwidth Extension for Speaker Recognition Interspeech 2018 Punctuation Prediction Model for Conversational Speech Interspeech 2018 Visualizing Phoneme Category Adaptation in Deep Neural Networks Interspeech 2018 Evaluation of the Neurological State of People with Parkinson’s Disease Using i-Vectors Interspeech 2017 The MIT-LL, JHU and LRDE NIST 2016 Speaker Recognition Evaluation System Interspeech 2017 Tied Variational Autoencoder Backends for i-Vector Speaker Recognition Interspeech 2017 Automatic Dialect Detection in Arabic Broadcast Speech Interspeech 2016 Exploiting Hidden-Layer Responses of Deep Neural Networks for Language Recognition Interspeech 2016 Native Language Detection Using the I-Vector Framework Interspeech 2016