106 research outputs found
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Copyright and Joint Authorship as a Disruption of the Video Game Streaming Industry
Video game streaming on sites like YouTube and Twitch is now a billion-dollar industry. Top streaming personalities make tens of millions of dollars annually, as viewership of video game play continues to expand. While video game companies’ control over intellectual property embodied in video games is largely accepted, streamers’ rights in their recorded gameplay have yet to be settled.
Game companies likely maintain the right to stop unauthorized streaming of gameplay, but most do not exercise that right, as streaming represents free advertising. This raises the related question of what rights streamers have against unauthorized use of their gameplay. It also raises the question, unexplored in the literature, of what rights gameplayers maintain when competitors in their online games stream their matches.
We find that copyright can provide protection to streamers over the audiovisual recordings of their play, subject to contractual limitations imposed by game companies. Our analysis likewise establishes that gamers whose play is streamed by another party may qualify as joint authors of the streamed recording. This co-authorship could result in multi- millionaire streamers owing an accounting to other players appearing in their streams. The Article then explores the potential business implications associated with these findings and discusses potential strategies to protect the interests of game companies and streamers
Natural TTS Synthesis by Conditioning WaveNet on Mel Spectrogram Predictions
This paper describes Tacotron 2, a neural network architecture for speech
synthesis directly from text. The system is composed of a recurrent
sequence-to-sequence feature prediction network that maps character embeddings
to mel-scale spectrograms, followed by a modified WaveNet model acting as a
vocoder to synthesize timedomain waveforms from those spectrograms. Our model
achieves a mean opinion score (MOS) of comparable to a MOS of for
professionally recorded speech. To validate our design choices, we present
ablation studies of key components of our system and evaluate the impact of
using mel spectrograms as the input to WaveNet instead of linguistic, duration,
and features. We further demonstrate that using a compact acoustic
intermediate representation enables significant simplification of the WaveNet
architecture.Comment: Accepted to ICASSP 201
Haloquadratum walsbyi : Limited Diversity in a Global Pond
BACKGROUND: Haloquadratum walsbyi commonly dominates the microbial flora of hypersaline waters. Its cells are extremely fragile squares requiring >14%(w/v) salt for growth, properties that should limit its dispersal and promote geographical isolation and divergence. To assess this, the genome sequences of two isolates recovered from sites at near maximum distance on Earth, were compared. PRINCIPAL FINDINGS: Both chromosomes are 3.1 MB in size, and 84% of each sequence was highly similar to the other (98.6% identity), comprising the core sequence. ORFs of this shared sequence were completely synteneic (conserved in genomic orientation and order), without inversion or rearrangement. Strain-specific insertions/deletions could be precisely mapped, often allowing the genetic events to be inferred. Many inferred deletions were associated with short direct repeats (4-20 bp). Deletion-coupled insertions are frequent, producing different sequences at identical positions. In cases where the inserted and deleted sequences are homologous, this leads to variant genes in a common synteneic background (as already described by others). Cas/CRISPR systems are present in C23(T) but have been lost in HBSQ001 except for a few spacer remnants. Numerous types of mobile genetic elements occur in both strains, most of which appear to be active, and with some specifically targetting others. Strain C23(T) carries two ∼6 kb plasmids that show similarity to halovirus His1 and to sequences nearby halovirus/plasmid gene clusters commonly found in haloarchaea. CONCLUSIONS: Deletion-coupled insertions show that Hqr. walsbyi evolves by uptake and precise integration of foreign DNA, probably originating from close relatives. Change is also driven by mobile genetic elements but these do not by themselves explain the atypically low gene coding density found in this species. The remarkable genome conservation despite the presence of active systems for genome rearrangement implies both an efficient global dispersal system, and a high selective fitness for this species
Presence of an audience and consistent interindividual differences affect archerfish shooting behaviour
This study was funded by the Fisheries Society of the British Isles (studentship to N.A.R.J.).The social environment can play an important role in shaping the foraging behaviour of animals. In this study we investigated whether archerfish, Toxotes jaculatrix, display any behavioural changes in response to the presence of an audience while using their specialized foraging tactic of shooting, spitting precisely aimed jets of water, at prey targets. As any prey items shot down are potentially available to competitors, we hypothesized that shooting fish would be sensitive to the presence of potential competitors, especially given the suggestion that, in the wild, this species shows intraspecific kleptoparasitism and faces interspecific competition. We found that in the presence of another fish, archerfish took longer to shoot, made more orientations (aiming events) per shot, and tended to be closer to the target at the time of shooting. Additionally, archerfish showed high interindividual differences in latency to shoot, and these differences were consistent across contexts, with and without an audience. Our results show that archerfish are sensitive to, and adjust their shooting behaviour in response to, the presence of an audience and highlight the importance of social context in this fish species. We also suggest that interindividual differences may play an important role in archerfish shooting behaviour. This study highlights the importance of social effects and competition on foraging behaviour and decision making. Further work in this species could explore whether differences in competitive foraging ability are linked to sensitivity to the presence of an audience.PostprintPeer reviewe
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