| 2025 | ICASSP | Generative Data Augmentation Challenge: Synthesis of Room Acoustics for Speaker Distance Estimation. | Jackie Lin, Georg Gtz, Hermes Sampedro Llopis, Haukur Hafsteinsson, Steinar Gujnsson, Daniel Gert Nielsen, Finnur Pind, Paris Smaragdis, Dinesh Manocha, John R. Hershey, Trausti T. Kristjansson, Minje Kim |
| 2025 | ICASSP | On Class Separability Pitfalls In Audio-Text Contrastive Zero-Shot Learning. | Tiago Fernandes Tavares, Fbio Jos Ayres, Zhepei Wang, Paris Smaragdis |
| 2024 | ICASSP | Meta-AF Echo Cancellation for Improved Keyword Spotting. | Jonah Casebeer, Junkai Wu, Paris Smaragdis |
| 2024 | ICASSP | Sound Source Separation Using Latent Variational Block-Wise Disentanglement. | Karim Helwani, Masahito Togami, Paris Smaragdis, Michael M. Goodwin |
| 2024 | ICASSP | Noise-Robust DSP-Assisted Neural Pitch Estimation With Very Low Complexity. | Krishna Subramani, Jean-Marc Valin, Jan Bthe, Paris Smaragdis, Mike Goodwin |
| 2024 | Interspeech | Audio Editing with Non-Rigid Text Prompts. | Francesco Paissan, Luca Della Libera, Zhepei Wang, Paris Smaragdis, Mirco Ravanelli, Cem Subakan |
| 2023 | ICASSP | Latent Iterative Refinement for Modular Source Separation. | Dimitrios Bralios, Efthymios Tzinis, Gordon Wichern, Paris Smaragdis, Jonathan Le Roux |
| 2023 | ICASSP | Generative Modeling Based Manifold Learning for Adaptive Filtering Guidance. | Karim Helwani, Paris Smaragdis, Michael M. Goodwin |
| 2023 | ICASSP | Framewise Wavegan: High Speed Adversarial Vocoder In Time Domain With Very Low Computational Complexity. | Ahmed Mustafa, Jean-Marc Valin, Jan Bthe, Paris Smaragdis, Mike Goodwin |
| 2023 | ICASSP | Optimal Condition Training for Target Source Separation. | Efthymios Tzinis, Gordon Wichern, Paris Smaragdis, Jonathan Le Roux |
| 2023 | ICASSP | A Framework for Unified Real-Time Personalized and Non-Personalized Speech Enhancement. | Zhepei Wang, Ritwik Giri, Devansh Shah, Jean-Marc Valin, Michael M. Goodwin, Paris Smaragdis |
| 2022 | ICASSP | Neural Speech Synthesis on a Shoestring: Improving the Efficiency of Lpcnet. | Jean-Marc Valin, Umut Isik, Paris Smaragdis, Arvindh Krishnaswamy |
| 2022 | Interspeech | End-to-end LPCNet: A Neural Vocoder With Fully-Differentiable LPC Estimation. | Krishna Subramani, Jean-Marc Valin, Umut Isik, Paris Smaragdis, Arvindh Krishnaswamy |
| 2022 | Interspeech | Heterogeneous Target Speech Separation. | Efthymios Tzinis, Gordon Wichern, Aswin Shanmugam Subramanian, Paris Smaragdis, Jonathan Le Roux |
| 2022 | Interspeech | Real-Time Packet Loss Concealment With Mixed Generative and Predictive Model. | Jean-Marc Valin, Ahmed Mustafa, Christopher Montgomery, Timothy B. Terriberry, Michael Klingbeil, Paris Smaragdis, Arvindh Krishnaswamy |
| 2021 | ICASSP | Communication-Cost Aware Microphone Selection for Neural Speech Enhancement with Ad-Hoc Microphone Arrays. | Jonah Casebeer, Jamshed Kaikaus, Paris Smaragdis |
| 2021 | ICASSP | Differentiable Signal Processing With Black-Box Audio Effects. | Marco A. Martnez Ramrez, Oliver Wang, Paris Smaragdis, Nicholas J. Bryan |
| 2021 | ICASSP | Unified Gradient Reweighting for Model Biasing with Applications to Source Separation. | Efthymios Tzinis, Dimitrios Bralios, Paris Smaragdis |
| 2021 | ICASSP | Optimizing Short-Time Fourier Transform Parameters via Gradient Descent. | An Zhao, Krishna Subramani, Paris Smaragdis |
| 2020 | ICASSP | One-Shot Parametric Audio Production Style Transfer with Application to Frequency Equalization. | Stylianos I. Mimilakis, Nicholas J. Bryan, Paris Smaragdis |
| 2020 | ICASSP | Two-Step Sound Source Separation: Training On Learned Latent Targets. | Efthymios Tzinis, Shrikant Venkataramani, Zhepei Wang, Y. Cem Sbakan, Paris Smaragdis |
| 2020 | ICASSP | End-To-End Non-Negative Autoencoders for Sound Source Separation. | Shrikant Venkataramani, Efthymios Tzinis, Paris Smaragdis |
| 2019 | CHI | VoiceAssist: Guiding Users to High-Quality Voice Recordings. | Prem Seetharaman, Gautham J. Mysore, Bryan Pardo, Paris Smaragdis, Celso Gomes |
| 2019 | ICASSP | Multi-view Networks for Multi-channel Audio Classification. | Jonah Casebeer, Zhepei Wang, Paris Smaragdis |
| 2019 | ICASSP | Majorization-minimization Algorithms for Convolutive NMF with the Beta-divergence. | Dylan Fagot, Herwig Wendt, Cdric Fvotte, Paris Smaragdis |
| 2019 | ICASSP | Unsupervised Deep Clustering for Source Separation: Direct Learning from Mixtures Using Spatial Information. | Efthymios Tzinis, Shrikant Venkataramani, Paris Smaragdis |
| 2018 | ACSSC | End-To-End Source Separation With Adaptive Front-Ends. | Shrikant Venkataramani, Jonah Casebeer, Paris Smaragdis |
| 2018 | ICASSP | Bitwise Neural Networks for Efficient Single-Channel Source Separation. | Minje Kim, Paris Smaragdis |
| 2018 | ICASSP | Blind Estimation of the Speech Transmission Index for Speech Quality Prediction. | Prem Seetharaman, Gautham J. Mysore, Paris Smaragdis, Bryan Pardo |
| 2018 | ICASSP | Generative Adversarial Source Separation. | Y. Cem Sbakan, Paris Smaragdis |
| 2017 | ICASSP | A neural network alternative to non-negative audio models. | Paris Smaragdis, Shrikant Venkataramani |
| 2017 | UIST | AutoDub: Automatic Redubbing for Voiceover Editing. | Shrikant Venkataramani, Paris Smaragdis, Gautham J. Mysore |
| 2016 | ICASSP | Efficient neighborhood-based topic modeling for collaborative audio enhancement on massive crowdsourced recordings. | Minje Kim, Paris Smaragdis |
| 2015 | ICASSP | Efficient manifold preserving audio source separation using locality sensitive hashing. | Minje Kim, Paris Smaragdis, Gautham J. Mysore |
| 2015 | ICASSP | Joint acoustic and spectral modeling for speech dereverberation using non-negative representations. | Nasser Mohammadiha, Paris Smaragdis, Simon Doclo |
| 2014 | ICASSP | Deep learning for monaural speech separation. | Po-Sen Huang, Minje Kim, Mark Hasegawa-Johnson, Paris Smaragdis |
| 2014 | ICASSP | Phase and level difference fusion for robust multichannel source separation. | Johannes Traa, Minje Kim, Paris Smaragdis |
| 2014 | Interspeech | Experiments on deep learning for speech denoising. | Ding Liu, Paris Smaragdis, Minje Kim |
| 2013 | ICASSP | Collaborative audio enhancement using probabilistic latent component sharing. | Minje Kim, Paris Smaragdis |
| 2013 | ICASSP | Prediction based filtering and smoothing to exploit temporal dependencies in NMF. | Nasser Mohammadiha, Paris Smaragdis, Arne Leijon |
| 2013 | ICASSP | Blind multi-channel source separation by circular-linear statistical modeling of phase differences. | Johannes Traa, Paris Smaragdis |
| 2013 | ICML | Manifold Preserving Hierarchical Topic Models for Quantization and Approximation. | Minje Kim, Paris Smaragdis |
| 2013 | ISPASS | EMERALD: Characterization of emerging applications and algorithms for low-power devices. | Chuanjun Zhang, Glenn G. Ko, Jungwook Choi, Shang-nien Tsai, Minje Kim, Abner Guzmn-Rivera, Rob A. Rutenbar, Paris Smaragdis, Mi Sun Park, Vijaykrishnan Narayanan, Hongyi Xin, Onur Mutlu, Bin Li, Li Zhao, Mei Chen |
| 2012 | ICASSP | Clustering and synchronizing multi-camera video via landmark cross-correlation. | Nicholas J. Bryan, Paris Smaragdis, Gautham J. Mysore |
| 2012 | ICASSP | Singing-voice separation from monaural recordings using robust principal component analysis. | Po-Sen Huang, Scott Deeann Chen, Paris Smaragdis, Mark Hasegawa-Johnson |
| 2012 | ICASSP | Noise-robust dynamic time warping using PLCA features. | Brian King, Paris Smaragdis, Gautham J. Mysore |
| 2012 | ICASSP | Following musical sources by example. | Paris Smaragdis, Gautham J. Mysore |
| 2012 | Interspeech | Speech Enhancement by Online Non-negative Spectrogram Decomposition in Non-stationary Noise Environments. | Zhiyao Duan, Gautham J. Mysore, Paris Smaragdis |
| 2011 | ICASSP | An adaptive time-frequency resolution approach for Non-negative Matrix Factorization based single channel sound source separation. | Serap Kirbiz, Paris Smaragdis |
| 2011 | ICASSP | A non-negative approach to semi-supervised separation of speech from noise with the use of temporal dynamics. | Gautham J. Mysore, Paris Smaragdis |
| 2011 | ICASSP | Approximate nearest-subspace representations for sound mixtures. | Paris Smaragdis |
| 2010 | ICASSP | Latent-variable decomposition based dereverberation of monaural and multi-channel signals. | Rita Singh, Bhiksha Raj, Paris Smaragdis |
| 2009 | ICASSP | Relative pitch estimation of multiple instruments. | Gautham J. Mysore, Paris Smaragdis |
| 2009 | IDA | Probabilistic Factorization of Non-negative Data with Entropic Co-occurrence Constraints. | Paris Smaragdis, Madhusudana V. S. Shashanka, Bhiksha Raj, Gautham J. Mysore |
| 2009 | UIST | User guided audio selection from complex sound mixtures. | Paris Smaragdis |
| 2008 | ICASSP | Sparse and shift-invariant feature extraction from non-negative data. | Paris Smaragdis, Bhiksha Raj, Madhusudana V. S. Shashanka |
| 2008 | ICASSP | Speech denoising using nonnegative matrix factorization with priors. | Kevin W. Wilson, Bhiksha Raj, Paris Smaragdis, Ajay Divakaran |
| 2008 | Interspeech | Regularized non-negative matrix factorization with temporal dependencies for speech denoising. | Kevin W. Wilson, Bhiksha Raj, Paris Smaragdis |
| 2007 | CVPR | Sensor and Data Systems, Audio-Assisted Cameras and Acoustic Doppler Sensors. | Kaustubh Kalgaonkar, Paris Smaragdis, Bhiksha Raj |
| 2007 | ICASSP | Bandwidth Expansionwith a plya URN Model. | Bhiksha Raj, Rita Singh, Madhusudana V. S. Shashanka, Paris Smaragdis |
| 2007 | ICASSP | Sparse Overcomplete Decomposition for Single Channel Speaker Separation. | Madhusudana V. S. Shashanka, Bhiksha Raj, Paris Smaragdis |
| 2007 | ICASSP | A Framework for Secure Speech Recognition. | Paris Smaragdis, Madhusudana V. S. Shashanka |
| 2006 | ICASSP | Latent Dirichlet Decomposition for Single Channel Speaker Separation. | Bhiksha Raj, Madhusudana V. S. Shashanka, Paris Smaragdis |
| 2006 | ICASSP | Secure Sound Classification: Gaussian Mixture Models. | Madhusudana V. S. Shashanka, Paris Smaragdis |
| 2005 | Interspeech | Bandwidth expansion of narrowband speech using non-negative matrix factorization. | Dhananjay Bansal, Bhiksha Raj, Paris Smaragdis |
| 2005 | Interspeech | Recognizing speech from simultaneous speakers. | Bhiksha Raj, Rita Singh, Paris Smaragdis |
| 2004 | Interspeech | Discovering auditory objects through non-negativity constraints. | Paris Smaragdis |