← Authors

Najim Dehak

56 papers · 2016–2025 · 4 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (9) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (4) 🌈 Renaissance Researcher (7) πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (11) πŸ—ΊοΈ Taxonomy Completionist (25) 🏠 Conference Loyalist (53) 🀝 Dynamic Duo (36) 🧬 Topic Evolution πŸ† Keyword Champion (2) 🌱 Topic Pioneer πŸ”¬ Deep Specialist (14) πŸš€ Conference Pioneer ⚑ Prolific Year (5) πŸ”₯ Unstoppable (10) ❓ The Questioner (2) πŸ’Ž Century Club (56) πŸ—ƒοΈ Keyword Collector (86)

Conferences

INTERSPEECH (53) COLING (1) EMNLP (1) NIPS (1)

Top co-authors

Jesus Villalba (36) Laureano Moro-Velazquez (17) Piotr Ε»elasko (13) Thomas Thebaud (9) Nanxin Chen (8) Sanjeev Khudanpur (8) Saurabh Kataria (7) Daniel Povey (6) Jaejin Cho (6) Sonal Joshi (5)

Keywords

speaker verification (13) speaker recognition (13) automatic speech recognition (9) speaker embedding (8) deep neural network (8) self-supervised learning (6) adversarial attack (5) domain adaptation (5) speech recognition (4) speech processing (4) parkinson disease (3) acoustic model (3) speech emotion recognition (3) bandwidth extension (3) x-vector embedding (3) language identification (3) acoustic feature (3) representation learning (3) speaker identification (3) language recognition (2)

Papers

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