Top Papers
With Great Humor Comes Great Developer Engagement
The worldwide collaborative effort for the creation of software is technically and socially demanding.
Software Engineering
TwHIN: Embedding the Twitter Heterogeneous Information Network for Personalized Recommendation
Social networks, such as Twitter, form a heterogeneous information network (HIN) where nodes represent domain entities (e. g., user, content, advertiser, etc.)
Social and Information Networks
TF-GridNet: Integrating Full- and Sub-Band Modeling for Speech Separation
To show its robustness to noise and reverberation, we evaluate it on monaural reverberant speaker separation using the SMS-WSJ dataset and on noisy-reverberant speaker separation using WHAMR!, and obtain state-of-the-art performance on both datasets.
Sound Audio and Speech Processing
Towards Scalable Dataframe Systems
Dataframes are a popular abstraction to represent, prepare, and analyze data.
Databases
WhisperX: Time-Accurate Speech Transcription of Long-Form Audio
m-bain/whisperx
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Large-scale, weakly-supervised speech recognition models, such as Whisper, have demonstrated impressive results on speech recognition across domains and languages.
Sound Audio and Speech Processing
NIPS4Bplus: a richly annotated birdsong audio dataset
Recent advances in birdsong detection and classification have approached a limit due to the lack of fully annotated recordings.
Sound Digital Libraries Audio and Speech Processing
Engineering Record And Replay For Deployability: Extended Technical Report
With some novel optimizations, our system 'rr' records and replays real-world low-parallelism workloads with low overhead, with an entirely user-space implementation, using stock hardware, compilers, runtimes and operating systems.
Programming Languages
Pulsar: Efficient Sphere-based Neural Rendering
facebookresearch/pytorch3d
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CVPR 2021
To alleviate these problems, Pulsar employs: 1) a sphere-based scene representation, 2) an efficient differentiable rendering engine, and 3) neural shading.
Graphics
Merkle-CRDTs: Merkle-DAGs meet CRDTs
We study Merkle-DAGs as a transport and persistence layer for Conflict-Free Replicated Data Types (CRDTs), coining the term Merkle-CRDTs and providing an overview of the different concepts, properties, advantages and limitations involved.
Networking and Internet Architecture
A lightweight design for serverless Function-as-a-Service
FaaS (Function as a Service) allows developers to upload and execute code in the cloud without managing servers.
Distributed, Parallel, and Cluster Computing
