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Beatbox Classification Using Ace

Elliot Sinyor, Cory McKay, Rebecca Fiebrink, Daniel McEnnis, Ichiro Fujinaga
2005 Zenodo  
ACKNOWLEDGEMENTS The authors would like to thank beatboxers Benjamin Hammond, Jason Levine, and Kweku Sam Kwofie as well as non-beatboxers Ansel Brandt and Joseph Malloch for their time and beats.  ...  Kick drum (beatboxer, non-beatboxer) 2Figure 6 . 6 Figure 6. Features used for classification.  ...  For classification, we ran our collected data through the Autonomous Classification Engine (ACE) described in [1] .  ... 
doi:10.5281/zenodo.1414920 fatcat:araax52t3jgsvahwx675o6lpj4

Vocal drum sounds in human beatboxing: An acoustic and articulatory exploration using electromagnetic articulography

Annalisa Paroni, Nathalie Henrich Bernardoni, Christophe Savariaux, Hélène Lœvenbruck, Pascale Calabrese, Thomas Pellegrini, Sandrine Mouysset, Silvain Gerber
2021 Journal of the Acoustical Society of America  
Automatic unsupervised classification was successfully applied on acoustic data with t-SNE spectral clustering technique.  ...  A phonetic annotation using the IPA alphabet was performed, highlighting the complexity of such sound production and the limits of speech-based annotation.  ...  Our gratitude goes to the beatboxer who kindly agreed to participate in the experiment. We thank Ma€ eva Garnier who contributed to the protocol elaboration and to the recordings.  ... 
doi:10.1121/10.0002921 pmid:33514144 fatcat:6zfwft4wezaa3h2phktozol74u

Combining D2K And Jgap For Efficient Feature Weighting For Classification Tasks In Music Information Retrieval

Rebecca Fiebrink, Cory McKay, Ichiro Fujinaga
2005 Zenodo  
The data was collected from six beatboxers, and 24 potential features were extracted using spectral and temporal measurements. k=1 neighbor was used.  ...  ACE experimentally compares a variety of dimensionality reduction techniques, classification algorithms, and classifier ensembles in order to find suitable approaches to use for a given user's data set  ... 
doi:10.5281/zenodo.1415754 fatcat:lcagu52vsvhfxcge7qncx45ddu

Exploiting Attention-Consistency Loss For Spatial-Temporal Stream Action Recognition

Haotian Xu, Xiaobo Jin, Qiufeng Wang, Amir Hussain, Kaizhu Huang
2022 ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)  
Complex classes with fast moving ac- tions. 2 Table 3 .  ...  AC refers to our attention consistency loss. Slow refers to the spatial branch of slowfast. All experiments are conducted on Kinetics400 and use three spatial crops at test time.  ... 
doi:10.1145/3538749 fatcat:v6rqyknkdvajfa2b4hcirl74ue

The AVA-Kinetics Localized Human Actions Video Dataset [article]

Ang Li, Meghana Thotakuri, David A. Ross, João Carreira, Alexander Vostrikov, Andrew Zisserman
2020 arXiv   pre-print
We also include a baseline evaluation using the Video Action Transformer Network on the AVA-Kinetics dataset, demonstrating improved performance for action classification on the AVA test set.  ...  The dataset is collected by annotating videos from the Kinetics-700 dataset using the AVA annotation protocol, and extending the original AVA dataset with these new AVA annotated Kinetics clips.  ...  Performance of the Video Action Transformer on AVA ac- tion classification (mAP%) using different train/val sets with de- tected bounding boxes.  ... 
arXiv:2005.00214v2 fatcat:uugyla3zzzarzfnudduiy536gm

Musicalizing the Heart Sutra: Buddhism, Sound, and Media in Contemporary Japan

Duncan Reehl
2021 Religions  
What do these musical arrangements help us to understand about the formation of Buddhist religiosity in contemporary Japan?  ...  He told me, "Playing AC/DC with Buddhist instrument is . . .  ...  and beatboxing, and also provided talks on Buddhist topics (Akasaka 2020b) .  ... 
doi:10.3390/rel12090759 fatcat:axdfnynsnjcltmsww4wxlidtby

Audiovisual SlowFast Networks for Video Recognition [article]

Fanyi Xiao, Yong Jae Lee, Kristen Grauman, Jitendra Malik, Christoph Feichtenhofer
2020 arXiv   pre-print
We report state-of-the-art results on six video action classification and detection datasets, perform detailed ablation studies, and show the generalization of AVSlowFast to learn self-supervised audiovisual  ...  macarena" +24.5%], ["whistling" +24.0%], ["beatboxing" +20.4%], ["salsa dancing" +19.1%] and ["singing" +16.0%], etc.  ...  For the action classification experiments in this section we use EPIC-Kitchens [14] , Kinetics-400 [40] , and Charades [66] .  ... 
arXiv:2001.08740v2 fatcat:ec56d2xytzapbecch7ibt45nfi

Rhythmic arrangement from finger-tapping audio signals

Javier Nistal, Sergi Jordà, Perfecto Herrera
2016 Zenodo  
We demonstrate the former hypothesis by conducting a classification task between onsets from both finger-tapping methods.  ...  An application under this functional concept would certainly be a useful tool for the home-studio producer.  ...  The term beatboxing" is sometimes used to refer to vocal percussion in general.  ... 
doi:10.5281/zenodo.3755587 fatcat:w4pcnbg7tfhuxatwvjner24mei

Audiovisual Singing Voice Separation

Bochen Li, Yuxuan Wang, Zhiyao Duan
2021 Transactions of the International Society for Music Information Retrieval  
Using voice segments to improve artist classification (2017). Visually informed multi-pitch analysis of string of music. In Proceedings of the AES 22nd International ensembles.  ...  In addition, music accompaniment, especially vocal components, if they exist, are regarded as ac- backing vocals, shows very strong correlations with the companiment tracks, which  ... 
doi:10.5334/tismir.108 fatcat:5k2cd26tufbi7mv7lx6kvlomee

The Daily Texan [article]

University Of Texas At Austin, Austin, The University Of Texas At
'All la st week I'd been pulling out handfuls of spinach," said Kollm an, who sa id sh e 'd used the spinach in three other salads. Wang is a Plan II and Asian-American studies senior.  ...  Winner Ram Vela, on his beatbox abilities Bhangra Team, a South Asian dance group, won for its "M ost Artistic" performance and will use its award money to pay for a national competition in Washington,  ...  Ram Vela, a radio-televisionfilm senior, beatboxed his way to the "Overall Winner" award.  ... 
doi:10.26153/tsw/38346 fatcat:kayoyubjx5c7hitxni25dw4aoy

The poetics of praxis: analogy, identity and commitment in hip-hop culture

Blake Brandes
The companion album to the dissertation uses poetic structures and tropes to explore political, philosophical and sociological concepts, with the goal of inspiring listeners to reevaluate fundamental assumptions  ...  is utopia then I suggest we open up A possibility that we can get a step closer to S Cuz I am not beholden to the past, every memory Is now what I choose to be, rest is old news to me Talkin' how it used  ...  is greener, but that is just a lesson When the food that doesn't feed you seems to feed on your depression 16 Everyone is guessin', but the few with certitude Always seem to want to lead the rest of us  ... 
doi:10.22024/unikent/01.02.86504 fatcat:dwcasynxw5cwjokzkav7ke547y

The Daily Texan [article]

University Of Texas At Austin, Austin, The University Of Texas At
His decision was based on the recommendations of a committee created in May 2003 that was charged with looking at how to use an endowment given to the University by John and Katherine Jackson in 2001.  ...  For beatboxer Ram Vela, the performance was about firing up the audience. "It really makes me feel good to know people are interested in beatbox," said Vela, a radio-television-film senior.  ...  SUBMIT A FIRING LINE Please e-mail your Firing Line letters to Letters must be fewer than 250 words and should include your major and classification.  ... 
doi:10.26153/tsw/38345 fatcat:hqep7vnhazavtjpghqzqdsqzfm

Music Therapists' Perceptions and Practices Regarding Musical Authenticity in Music Therapy Practice

Nora Bryant Veblen
Most participants indicated use of non-electronic strategies and reported they had not used electronic technology to increase musical authenticity.  ...  Finally, chi-square analyses revealed significant relationships between age and use of technology and iPad and between gender and use of technology.  ..., the AMTA competencies (2013) specified only the genres of "traditional, folk, and popular songs," (para. 4.1.3).  ... 
doi:10.13023/etd.2018.491 fatcat:rknu2ezqdvccrl6vjf7vro22k4

Passionate amateurs: theatre, communism, and love

2014 ChoiceReviews  
These subjectivities were produced using a range of techniques, from demographic classification-"male, head of household, university education"-and linguistic approximation, involving ingenious attempts  ...  The third story tells of how Aristotle, calmly deflecting Plato's rage against the hypocrisy of the ac-tor's being two things at once, devised a system of theatre in which whatever subversive truth the  ... 
doi:10.5860/choice.51-5507 fatcat:tt7sx5nqjfakrlqsvn7kfdbywq

Using MEMS inertial sensors to monitor and assess the performance of tennis serve

Amin Ahmadi, University, My, Daniel James
This thesis investigates the feasibility of using wearable inertial sensors to monitor and assess the tennis players' first serve.  ...  Wrist flexion and shoulder rotation contribute approximately 31% and 10% respectively, were also measured using common vector based techniques.  ...  On the other hand, there is a chance to win the point by serving an ace on the first serve.  ... 
doi:10.25904/1912/59 fatcat:mti4xxbodrgbzghsb4icsmaydu
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