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Librispeech Slakh Unmix (LSX)
No full textIntroduction
Librispeech Slakh Unmix (LSX) is a proof of concept source separation dataset for training and testing algorithms that separate a monaural audio signal using hyperbolic embeddings for hierarchical separation. The dataset is composed of artificial mixtures using audio from the librispeech (clean subset) and Slakh2100 datasets. The dataset was introduced in our paper Hyperbolic Audio Source Separation.
At a Glance
The size of the unzipped dataset is ~28GB
Each mixture is 60-s in length and denotes the first 60 s of the bass, drums, and guitar stems of the associated Slakh2100 track.
Audio is encoded as 16 bit wav files at a sampling rate of 16 kHz
The data is split into training tr (1390 mixtues), validation cv (348 mixtures) and testing tt (209 mixtures) subsets
The directory for each mixture contains eight wav files:
mix.wav the overall mixture from the five child sources
music_mix.wav the music submix containing guitar, bass, and drums
speech_mix.wav the speech submix containing both male and female speech signals
bass.wav original bass submix from slakh track
drums.wav original drums submix from slakh track
guitar.wav original guitar submix from slakh track
speech_male.wav concatenated male speech utterances filling the length of the song
speech_female.wav concatenated female speech utterances filling the length of the song
Other Resources
Pytorch code for training models along with our hyperbolic separation interface are available here
Citation
If you use LSX in your research, please cite our paper:
@InProceedings{Petermann2023ICASSP_hyper,
author = {Petermann, Darius and Wichern, Gordon and Subramanian, Aswin and {Le Roux}, Jonathan},
title = {Hyperbolic Audio Source Separation},
booktitle = {Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
year = 2023,
month = jun
}
Copyright and License
The LSX dataset is released under CC-BY-4.0 license.
All data:
Created by Mitsubishi Electric Research Laboratories (MERL), 2022-2023
SPDX-License-Identifier: CC-BY-4.
Going Beyond Counting First Authors in Author Co-citation Analysis
Get PDFThe present study examines one of the fundamental aspects of author co-citation analysis (ACA) - the way co-citation
counts are defined. Co-citation counting provides the data on which all subsequent statistical analyses and mappings
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only counts the first one among a cited work's authors on the one hand and a non-traditional type that takes into
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koamabayili/VECTRON-author-checklist: VECTRON author checklist
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Author-wise bibliometric analysis based on entropy.
No full textAuthor-wise bibliometric analysis based on entropy.</p
Author Under Sail The Imagination of Jack London, 1893-1902
No full textIn Author Under Sail, Jay Williams offers the first complete literary biography of Jack London as a professional writer engaged in the labor of writing. It examines the authorial imagination in London's work, the use of imagination in both his fiction and nonfiction, and the ways he defined imagination in the creative process in his business dealings with his publishers, editors, and agents. In this first volume of a two-volume biography, Williams traverses the years 1893 to 1902, from London's "Story of a Typhoon" to The People of the Abyss. The Jack London who emerges in the pages of Author Under Sail is a writer whose partnership with publishers, most notably his productive alliance with George Brett of Macmillan, was one of the most formative in American literary history. London pioneered many author models during the heyday of realism and naturalism, blurring the boundaries of these popular genres by focusing on absorption and theatricality and the representation of the seen and unseen. London created an impassioned, sincere, and extremely personal realism unlike that of other American writers of the time. Author Under Sail is a literary tour de force that reveals the full range of London as writer, creative citizen, and entrepreneur at the same time it sheds light on the maverick side of machine-age literature.Intro -- Title Page -- Copyright Page -- Dedication -- Contents -- Acknowledgments -- Introduction -- 1. Spirit Truth -- 2. From Absorption to Theatricality and Back Again -- 3. "I Will Build a New Present" -- 4. Sons as Authors -- 5. Fathers as Publishers -- 6. The Daughter as Author -- 7. Lovers as Authors -- 8. At Sea with the Family -- 9. Yellow News, Yellow Stories -- 10. The Return Home -- Notes -- Bibliography -- Index -- About Jay WilliamsIn Author Under Sail, Jay Williams offers the first complete literary biography of Jack London as a professional writer engaged in the labor of writing. It examines the authorial imagination in London's work, the use of imagination in both his fiction and nonfiction, and the ways he defined imagination in the creative process in his business dealings with his publishers, editors, and agents. In this first volume of a two-volume biography, Williams traverses the years 1893 to 1902, from London's "Story of a Typhoon" to The People of the Abyss. The Jack London who emerges in the pages of Author Under Sail is a writer whose partnership with publishers, most notably his productive alliance with George Brett of Macmillan, was one of the most formative in American literary history. London pioneered many author models during the heyday of realism and naturalism, blurring the boundaries of these popular genres by focusing on absorption and theatricality and the representation of the seen and unseen. London created an impassioned, sincere, and extremely personal realism unlike that of other American writers of the time. Author Under Sail is a literary tour de force that reveals the full range of London as writer, creative citizen, and entrepreneur at the same time it sheds light on the maverick side of machine-age literature.Description based on publisher supplied metadata and other sources.Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, YYYY. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries
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