Feature selection for log-linear acoustic models. - Simon Wiesler; Alexander Richard; Yotaro Kubo; Ralf Schlüter; Hermann Ney (ICASSP, 2011)

A critical evaluation of stochastic algorithms for convex optimization. - Simon Wiesler; Alexander Richard; Ralf Schlüter; Hermann Ney (ICASSP, 2013)

RASR/NN: The RWTH neural network toolkit for speech recognition. - Simon Wiesler; Alexander Richard; Pavel Golik; Ralf Schlüter; Hermann Ney (ICASSP, 2014)

Mean-normalized stochastic gradient for large-scale deep learning. - Simon Wiesler; Alexander Richard; Ralf Schlüter; Hermann Ney (ICASSP, 2014)

A BoW-equivalent Recurrent Neural Network for Action Recognition. - Alexander Richard; Juergen Gall (BMVC, 2015)

Temporal Action Detection Using a Statistical Language Model. - Alexander Richard; Juergen Gall (CVPR, 2016)

Weakly Supervised Action Learning with RNN Based Fine-to-Coarse Modeling. - Alexander Richard; Hilde Kuehne; Juergen Gall (CVPR, 2017)

Recurrent Residual Learning for Action Recognition. - Ahsan Iqbal; Alexander Richard; Hilde Kuehne; Juergen Gall (GCPR, 2017)

Temporal Action Labeling using Action Sets. - Alexander Richard; Hilde Kuehne; Juergen Gall (CoRR, 2017)

Weakly supervised learning of actions from transcripts. - Hilde Kuehne; Alexander Richard; Juergen Gall (Comput. Vis. Image Underst., 2017)

A bag-of-words equivalent recurrent neural network for action recognition. - Alexander Richard; Juergen Gall (Comput. Vis. Image Underst., 2017)

When Will You Do What? - Anticipating Temporal Occurrences of Activities. - Yazan Abu Farha; Alexander Richard; Juergen Gall (CVPR, 2018)

Action Sets: Weakly Supervised Action Segmentation Without Ordering Constraints. - Alexander Richard; Hilde Kuehne; Juergen Gall (CVPR, 2018)

NeuralNetwork-Viterbi: A Framework for Weakly Supervised Video Learning. - Alexander Richard; Hilde Kuehne; Ahsan Iqbal; Juergen Gall (CVPR, 2018)

Two Stream 3D Semantic Scene Completion. - Martin Garbade; Johann Sawatzky; Alexander Richard; Juergen Gall (CoRR, 2018)

Enhancing Temporal Action Localization with Transfer Learning from Action Recognition. - Ahsan Iqbal; Alexander Richard; Juergen Gall (ICCV Workshops, 2019)

Mining YouTube - A dataset for learning fine-grained action concepts from webly supervised video data. - Hilde Kuehne; Ahsan Iqbal; Alexander Richard; Juergen Gall (CoRR, 2019)

Temporal Segmentation of Human Actions in Videos - Alexander Richard (2019)

On Evaluating Weakly Supervised Action Segmentation Methods. - Yaser Souri; Alexander Richard; Luca Minciullo; Juergen Gall (CoRR, 2020)

A Hybrid RNN-HMM Approach for Weakly Supervised Temporal Action Segmentation. - Hilde Kuehne; Alexander Richard; Juergen Gall (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

Basic Distributed Algorithms Visual Simulations for Distributed Systems Students. - Alexander Richard; Jesse Francis; Jalal Kawash (EDUCON, 2021)

Implicit HRTF Modeling Using Temporal Convolutional Networks. - Israel D. Gebru; Dejan Markovic; Alexander Richard; Steven Krenn; Gladstone Alexander Butler; Fernando De la Torre; Yaser Sheikh (ICASSP, 2021)

MeshTalk: 3D Face Animation from Speech using Cross-Modality Disentanglement. - Alexander Richard; Michael Zollhöfer; Yandong Wen; Fernando De la Torre; Yaser Sheikh (ICCV, 2021)

Neural Synthesis of Binaural Speech From Mono Audio. - Alexander Richard; Dejan Markovic; Israel D. Gebru; Steven Krenn; Gladstone Alexander Butler; Fernando De la Torre; Yaser Sheikh (ICLR, 2021)

Audio- and Gaze-driven Facial Animation of Codec Avatars. - Alexander Richard; Colin Lea; Shugao Ma; Juergen Gall; Fernando De la Torre; Yaser Sheikh (WACV, 2021)

Audio-Visual Speech Codecs: Rethinking Audio-Visual Speech Enhancement by Re-Synthesis. - Karren Yang; Dejan Markovic; Steven Krenn; Vasu Agrawal; Alexander Richard (CVPR, 2022)

LiP-Flow: Learning Inference-Time Priors for Codec Avatars via Normalizing Flows in Latent Space. - Emre Aksan; Shugao Ma; Akin Caliskan; Stanislav Pidhorskyi; Alexander Richard; Shih-En Wei; Jason M. Saragih; Otmar Hilliges (ECCV (26), 2022)

Conditional Diffusion Probabilistic Model for Speech Enhancement. - Yen-Ju Lu; Zhong-Qiu Wang 001; Shinji Watanabe 001; Alexander Richard; Cheng Yu; Yu Tsao 001 (ICASSP, 2022)

Deep Impulse Responses: Estimating and Parameterizing Filters with Deep Networks. - Alexander Richard; Peter Sheridan Dodds; Vamsi Krishna Ithapu (ICASSP, 2022)

End-to-End Binaural Speech Synthesis. - Wen-Chin Huang; Dejan Markovic; Alexander Richard; Israel Dejene Gebru; Anjali Menon (INTERSPEECH, 2022)

Implicit Neural Spatial Filtering for Multichannel Source Separation in the Waveform Domain. - Dejan Markovic; Alexandre Défossez; Alexander Richard (INTERSPEECH, 2022)

Multiface: A Dataset for Neural Face Rendering. - Cheng-hsin Wuu; Ningyuan Zheng; Scott Ardisson; Rohan Bali; Danielle Belko; Eric Brockmeyer; Lucas Evans; Timothy Godisart; Hyowon Ha; Alexander Hypes; Taylor Koska; Steven Krenn; et al. (CoRR, 2022)

Novel-View Acoustic Synthesis. - Changan Chen; Alexander Richard; Roman Shapovalov; Vamsi Krishna Ithapu; Natalia Neverova; Kristen Grauman; Andrea Vedaldi (CVPR, 2023)

Nord: Non-Matching Reference Based Relative Depth Estimation from Binaural Speech. - Pranay Manocha; Israel D. Gebru; Anurag Kumar 003; Dejan Markovic; Alexander Richard (ICASSP, 2023)

Audiodec: An Open-Source Streaming High-Fidelity Neural Audio Codec. - Yi-Chiao Wu; Israel D. Gebru; Dejan Markovic; Alexander Richard (ICASSP, 2023)

Spatialization Quality Metric for Binaural Speech. - Pranay Manocha; Israel Dejene Gebru; Anurag Kumar 003; Dejan Markovic; Alexander Richard (INTERSPEECH, 2023)

Sounding Bodies: Modeling 3D Spatial Sound of Humans Using Body Pose and Audio. - Xudong Xu; Dejan Markovic; Jacob Sandakly; Todd Keebler; Steven Krenn; Alexander Richard (NeurIPS, 2023)

Real Acoustic Fields: An Audio-Visual Room Acoustics Dataset and Benchmark. - Ziyang Chen; Israel D. Gebru; Christian Richardt; Anurag Kumar 003; William Laney; Andrew Owens; Alexander Richard (CVPR, 2024)

From Audio to Photoreal Embodiment: Synthesizing Humans in Conversations. - Evonne Ng; Javier Romero 002; Timur M. Bagautdinov; Shaojie Bai; Trevor Darrell; Angjoo Kanazawa; Alexander Richard (CVPR, 2024)

Modeling and Driving Human Body Soundfields Through Acoustic Primitives. - Chao Huang; Dejan Markovic; Chenliang Xu; Alexander Richard (ECCV (10), 2024)

ScoreDec: A Phase-Preserving High-Fidelity Audio Codec with a Generalized Score-Based Diffusion Post-Filter. - Yi-Chiao Wu; Dejan Markovic; Steven Krenn; Israel D. Gebru; Alexander Richard (ICASSP, 2024)

EARS: An Anechoic Fullband Speech Dataset Benchmarked for Speech Enhancement and Dereverberation. - Julius Richter; Yi-Chiao Wu; Steven Krenn; Simon Welker; Bunlong Lay; Shinji Watanabe 001; Alexander Richard; Timo Gerkmann (INTERSPEECH, 2024)

SoundVista: Novel-View Ambient Sound Synthesis via Visual-Acoustic Binding. - Mingfei Chen; Israel D. Gebru; Ishwarya Ananthabhotla; Christian Richardt; Dejan Markovic; Jake Sandakly; Steven Krenn; Todd Keebler; Eli Shlizerman; Alexander Richard (CVPR, 2025)

REWIND: Real-Time Egocentric Whole-Body Motion Diffusion with Exemplar-Based Identity Conditioning. - Jihyun Lee; Weipeng Xu; Alexander Richard; Shih-En Wei; Shunsuke Saito; Shaojie Bai; Te-Li Wang; Minhyuk Sung; Tae-Kyun Kim 001; Jason M. Saragih (CVPR, 2025)

A2B: Neural Rendering of Ambisonic Recordings to Binaural. - Israel D. Gebru; Todd Keebler; Jake Sandakly; Steven Krenn; Dejan Markovic; Julia Buffalini; Samuel Hassel; Alexander Richard (ICASSP, 2025)

ComplexDec: A Domain-robust High-fidelity Neural Audio Codec with Complex Spectrum Modeling. - Yi-Chiao Wu; Dejan Markovic; Steven Krenn; Israel D. Gebru; Alexander Richard (ICASSP, 2025)

FlowDec: A flow-based full-band general audio codec with high perceptual quality. - Simon Welker; Matthew Le 001; Ricky T. Q. Chen; Wei-Ning Hsu; Timo Gerkmann; Alexander Richard; Yi-Chiao Wu (ICLR, 2025)

AV-Flow: Transforming Text to Audio-Visual Human-like Interactions. - Aggelina Chatziagapi; Louis-Philippe Morency; Hongyu Gong; Michael Zollhoefer; Dimitris Samaras; Alexander Richard (CoRR, 2025)

BinauralFlow: A Causal and Streamable Approach for High-Quality Binaural Speech Synthesis with Flow Matching Models. - Susan Liang; Dejan Markovic; Israel D. Gebru; Steven Krenn; Todd Keebler; Jacob Sandakly; Frank Yu; Samuel Hassel; Chenliang Xu; Alexander Richard (CoRR, 2025)

Seamless Interaction: Dyadic Audiovisual Motion Modeling and Large-Scale Dataset. - Vasu Agrawal; Akinniyi Akinyemi; Kathryn Alvero; Morteza Behrooz; Julia Buffalini; Fabio Maria Carlucci; Joy Chen; Junming Chen; Zhang Chen; Shiyang Cheng; Praveen Chowdary; Joe Chuang; et al. (CoRR, 2025)