Shehzeen Hussain

37 papers A* 1A 9C 1Misc 3Journal 22Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Align2Speak: Improving TTS for Low Resource Languages via ASR-Guided Online Preference Optimization. CoRR Shehzeen Hussain, Paarth Neekhara, Xuesong Yang, Edresson Casanova, Subhankar Ghosh, Roy Fejgin, Ryan Langman, Mikyas T. Desta, Leili Tavabi, Jason Li
2025	J	`jnl`	Frame-Stacked Local Transformers For Efficient Multi-Codebook Speech Generation. CoRR Roy Fejgin, Paarth Neekhara, Xuesong Yang, Edresson Casanova, Ryan Langman Jaehyeon Kim, Subhankar Ghosh, Shehzeen Hussain, Jason Li
2025	A	`conf`	HiFiTTS-2: A Large-Scale High Bandwidth Speech Dataset. INTERSPEECH Ryan Langman, Xuesong Yang, Paarth Neekhara, Shehzeen Hussain, Edresson Casanova, Evelina Bakhturina, Jason Li
2025	J	`jnl`	Koel-TTS: Enhancing LLM based Speech Generation with Preference Alignment and Classifier Free Guidance. CoRR Shehzeen Hussain, Paarth Neekhara, Xuesong Yang, Edresson Casanova, Subhankar Ghosh, Mikyas T. Desta, Roy Fejgin, Rafael Valle, Jason Li
2025	Misc	`conf`	Low Frame-rate Speech Codec: a Codec Designed for Fast High-quality Speech LLM Training and Inference. ICASSP Edresson Casanova, Ryan Langman, Paarth Neekhara, Shehzeen Hussain, Jason Li, Subhankar Ghosh, Ante Jukic, Sang-gil Lee
2025	A	`conf`	NanoCodec: Towards High-Quality Ultra Fast Speech LLM Inference. INTERSPEECH Edresson Casanova, Paarth Neekhara, Ryan Langman, Shehzeen Hussain, Subhankar Ghosh, Xuesong Yang, Ante Jukic, Jason Li, Boris Ginsburg
2025	J	`jnl`	NanoCodec: Towards High-Quality Ultra Fast Speech LLM Inference. CoRR Edresson Casanova, Paarth Neekhara, Ryan Langman, Shehzeen Hussain, Subhankar Ghosh, Xuesong Yang, Ante Jukic, Jason Li, Boris Ginsburg
2024	J	`jnl`	FaceSigns: Semi-fragile Watermarks for Media Authentication. ACM Trans. Multim. Comput. Commun. Appl. Paarth Neekhara, Shehzeen Hussain, Xinqiao Zhang, Ke Huang, Julian J. McAuley, Farinaz Koushanfar
2024	A	`conf`	Improving Robustness of LLM-based Speech Synthesis by Learning Monotonic Alignment. INTERSPEECH Paarth Neekhara, Shehzeen Hussain, Subhankar Ghosh, Jason Li, Boris Ginsburg
2024	J	`jnl`	Improving Robustness of LLM-based Speech Synthesis by Learning Monotonic Alignment. CoRR Paarth Neekhara, Shehzeen Hussain, Subhankar Ghosh, Jason Li, Rafael Valle, Rohan Badlani, Boris Ginsburg
2024	J	`jnl`	Low Frame-rate Speech Codec: a Codec Designed for Fast High-quality Speech LLM Training and Inference. CoRR Edresson Casanova, Ryan Langman, Paarth Neekhara, Shehzeen Hussain, Jason Li, Subhankar Ghosh, Ante Jukic, Sang-gil Lee
2023	Misc	`conf`	ACE-VC: Adaptive and Controllable Voice Conversion Using Explicitly Disentangled Self-Supervised Speech Representations. ICASSP Shehzeen Hussain, Paarth Neekhara, Jocelyn Huang, Jason Li, Boris Ginsburg
2023	J	`jnl`	ACE-VC: Adaptive and Controllable Voice Conversion using Explicitly Disentangled Self-supervised Speech Representations. CoRR Shehzeen Hussain, Paarth Neekhara, Jocelyn Huang, Jason Li, Boris Ginsburg
2023	A	`conf`	ReFace: Adversarial Transformation Networks for Real-time Attacks on Face Recognition Systems. DSN Shehzeen Hussain, Todd Huster, Chris Mesterharm, Paarth Neekhara, Farinaz Koushanfar
2023	J	`jnl`	SelfVC: Voice Conversion With Iterative Refinement using Self Transformations. CoRR Paarth Neekhara, Shehzeen Hussain, Rafael Valle, Boris Ginsburg, Rishabh Ranjan, Shlomo Dubnov, Farinaz Koushanfar, Julian J. McAuley
2023	J	`jnl`	Systemization of Knowledge: Robust Deep Learning using Hardware-software co-design in Centralized and Federated Settings. ACM Trans. Design Autom. Electr. Syst. Ruisi Zhang, Shehzeen Hussain, Huili Chen, Mojan Javaheripi, Farinaz Koushanfar
2022	A	`conf`	Cross-modal Adversarial Reprogramming. WACV Paarth Neekhara, Shehzeen Hussain, Jinglong Du, Shlomo Dubnov, Farinaz Koushanfar, Julian J. McAuley
2022	J	`jnl`	Exposing Vulnerabilities of Deepfake Detection Systems with Robust Attacks. DTRAP Shehzeen Hussain, Paarth Neekhara, Brian Dolhansky, Joanna Bitton, Cristian Canton Ferrer, Julian J. McAuley, Farinaz Koushanfar
2022	J	`jnl`	FaceSigns: Semi-Fragile Neural Watermarks for Media Authentication and Countering Deepfakes. CoRR Paarth Neekhara, Shehzeen Hussain, Xinqiao Zhang, Ke Huang, Julian J. McAuley, Farinaz Koushanfar
2022	A	`conf`	FastStamp: Accelerating Neural Steganography and Digital Watermarking of Images on FPGAs. ICCAD Shehzeen Hussain, Nojan Sheybani, Paarth Neekhara, Xinqiao Zhang, Javier Mauricio Duarte, Farinaz Koushanfar
2022	J	`jnl`	FastStamp: Accelerating Neural Steganography and Digital Watermarking of Images on FPGAs. CoRR Shehzeen Hussain, Nojan Sheybani, Paarth Neekhara, Xinqiao Zhang, Javier Mauricio Duarte, Farinaz Koushanfar
2022	Misc	`conf`	Multi-Task Voice Activated Framework Using Self-Supervised Learning. ICASSP Shehzeen Hussain, Van Nguyen, Shuhua Zhang, Erik Visser
2022	J	`jnl`	ReFace: Real-time Adversarial Attacks on Face Recognition Systems. CoRR Shehzeen Hussain, Todd Huster, Chris Mesterharm, Paarth Neekhara, Kevin An, Malhar Jere, Harshvardhan Sikka, Farinaz Koushanfar
2021	A	`conf`	Adversarial Deepfakes: Evaluating Vulnerability of Deepfake Detectors to Adversarial Examples. WACV Shehzeen Hussain, Paarth Neekhara, Malhar Jere, Farinaz Koushanfar, Julian J. McAuley
2021	J	`jnl`	Cross-modal Adversarial Reprogramming. CoRR Paarth Neekhara, Shehzeen Hussain, Jinglong Du, Shlomo Dubnov, Farinaz Koushanfar, Julian J. McAuley
2021	C	`conf`	Expressive Neural Voice Cloning. ACML Paarth Neekhara, Shehzeen Hussain, Shlomo Dubnov, Farinaz Koushanfar, Julian J. McAuley
2021	J	`jnl`	Expressive Neural Voice Cloning. CoRR Paarth Neekhara, Shehzeen Hussain, Shlomo Dubnov, Farinaz Koushanfar, Julian J. McAuley
2021	J	`jnl`	Multi-task Voice Activated Framework using Self-supervised Learning. CoRR Shehzeen Hussain, Van Nguyen, Shuhua Zhang, Erik Visser
2021	A*	`conf`	WaveGuard: Understanding and Mitigating Audio Adversarial Examples. USENIX Security Symposium Shehzeen Hussain, Paarth Neekhara, Shlomo Dubnov, Julian J. McAuley, Farinaz Koushanfar
2021	J	`jnl`	WaveGuard: Understanding and Mitigating Audio Adversarial Examples. CoRR Shehzeen Hussain, Paarth Neekhara, Shlomo Dubnov, Julian J. McAuley, Farinaz Koushanfar
2020	J	`jnl`	Adversarial Deepfakes: Evaluating Vulnerability of Deepfake Detectors to Adversarial Examples. CoRR Paarth Neekhara, Shehzeen Hussain, Malhar Jere, Farinaz Koushanfar, Julian J. McAuley
2020	J	`jnl`	FastWave: Accelerating Autoregressive Convolutional Neural Networks on FPGA. CoRR Shehzeen Hussain, Mojan Javaheripi, Paarth Neekhara, Ryan Kastner, Farinaz Koushanfar
2019	—	`conf`	Adversarial Reprogramming of Text Classification Neural Networks. EMNLP/IJCNLP (1) Paarth Neekhara, Shehzeen Hussain, Shlomo Dubnov, Farinaz Koushanfar
2019	A	`conf`	FastWave: Accelerating Autoregressive Convolutional Neural Networks on FPGA. ICCAD Shehzeen Hussain, Mojan Javaheripi, Paarth Neekhara, Ryan Kastner, Farinaz Koushanfar
2019	A	`conf`	Universal Adversarial Perturbations for Speech Recognition Systems. INTERSPEECH Paarth Neekhara, Shehzeen Hussain, Prakhar Pandey, Shlomo Dubnov, Julian J. McAuley, Farinaz Koushanfar
2019	J	`jnl`	Universal Adversarial Perturbations for Speech Recognition Systems. CoRR Paarth Neekhara, Shehzeen Hussain, Prakhar Pandey, Shlomo Dubnov, Julian J. McAuley, Farinaz Koushanfar
2018	J	`jnl`	Adversarial Reprogramming of Sequence Classification Neural Networks. CoRR Paarth Neekhara, Shehzeen Hussain, Shlomo Dubnov, Farinaz Koushanfar