FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3205879560> ?p ?o ?g. }

• W3205879560 abstract "The cocktail party problem aims at isolating any source of interest within a complex acoustic scene, and has long inspired audio source separation research. Recent efforts have mainly focused on separating speech from noise, speech from speech, musical instruments from each other, or sound events from each other. However, separating an audio mixture (e.g., movie soundtrack) into the three broad categories of speech, music, and sound effects (understood to include ambient noise and natural sound events) has been left largely unexplored, despite a wide range of potential applications. This paper formalizes this task as the cocktail fork problem, and presents the Divide and Remaster (DnR) dataset to foster research on this topic. DnR is built from three well-established audio datasets (LibriSpeech, FMA, FSD50k), taking care to reproduce conditions similar to professionally produced content in terms of source overlap and relative loudness, and made available at CD quality. We benchmark standard source separation algorithms on DnR, and further introduce a new multi-resolution model to better address the variety of acoustic characteristics of the three source types. Our best model produces SI-SDR improvements over the mixture of 11.0 dB for music, 11.2 dB for speech, and 10.8 dB for sound effects." @default.
• W3205879560 created "2021-10-25" @default.
• W3205879560 creator A5018337836 @default.
• W3205879560 creator A5030677018 @default.
• W3205879560 creator A5076453358 @default.
• W3205879560 creator A5086940921 @default.
• W3205879560 date "2022-05-23" @default.
• W3205879560 modified "2023-10-16" @default.
• W3205879560 title "The Cocktail Fork Problem: Three-Stem Audio Separation for Real-World Soundtracks" @default.
• W3205879560 cites W1482149378 @default.
• W3205879560 cites W1494198834 @default.
• W3205879560 cites W1971168548 @default.
• W3205879560 cites W1991139021 @default.
• W3205879560 cites W2127851351 @default.
• W3205879560 cites W2133049755 @default.
• W3205879560 cites W2153331367 @default.
• W3205879560 cites W2221409856 @default.
• W3205879560 cites W2408744528 @default.
• W3205879560 cites W2584992898 @default.
• W3205879560 cites W2593116425 @default.
• W3205879560 cites W2766607545 @default.
• W3205879560 cites W2885307078 @default.
• W3205879560 cites W2895807593 @default.
• W3205879560 cites W2952218014 @default.
• W3205879560 cites W2962866211 @default.
• W3205879560 cites W2963631056 @default.
• W3205879560 cites W2968951209 @default.
• W3205879560 cites W2972411915 @default.
• W3205879560 cites W2972541922 @default.
• W3205879560 cites W2990666817 @default.
• W3205879560 cites W2997987128 @default.
• W3205879560 cites W2998490864 @default.
• W3205879560 cites W2998657200 @default.
• W3205879560 cites W3016232124 @default.
• W3205879560 cites W3095263845 @default.
• W3205879560 cites W3095738461 @default.
• W3205879560 cites W3097906045 @default.
• W3205879560 cites W3104704316 @default.
• W3205879560 cites W3160050861 @default.
• W3205879560 cites W3160076412 @default.
• W3205879560 cites W3169030202 @default.
• W3205879560 cites W3185389098 @default.
• W3205879560 cites W4210493250 @default.
• W3205879560 doi "https://doi.org/10.1109/icassp43922.2022.9746005" @default.
• W3205879560 hasPublicationYear "2022" @default.
• W3205879560 type Work @default.
• W3205879560 sameAs 3205879560 @default.
• W3205879560 citedByCount "3" @default.
• W3205879560 countsByYear W32058795602023 @default.
• W3205879560 crossrefType "proceedings-article" @default.
• W3205879560 hasAuthorship W3205879560A5018337836 @default.
• W3205879560 hasAuthorship W3205879560A5030677018 @default.
• W3205879560 hasAuthorship W3205879560A5076453358 @default.
• W3205879560 hasAuthorship W3205879560A5086940921 @default.
• W3205879560 hasBestOaLocation W32058795602 @default.
• W3205879560 hasConcept C115961682 @default.
• W3205879560 hasConcept C121332964 @default.
• W3205879560 hasConcept C127220857 @default.
• W3205879560 hasConcept C127413603 @default.
• W3205879560 hasConcept C13280743 @default.
• W3205879560 hasConcept C13895895 @default.
• W3205879560 hasConcept C146978453 @default.
• W3205879560 hasConcept C154945302 @default.
• W3205879560 hasConcept C160372630 @default.
• W3205879560 hasConcept C167310288 @default.
• W3205879560 hasConcept C185798385 @default.
• W3205879560 hasConcept C203718221 @default.
• W3205879560 hasConcept C204323151 @default.
• W3205879560 hasConcept C205312793 @default.
• W3205879560 hasConcept C205649164 @default.
• W3205879560 hasConcept C24890656 @default.
• W3205879560 hasConcept C2776864781 @default.
• W3205879560 hasConcept C28490314 @default.
• W3205879560 hasConcept C31972630 @default.
• W3205879560 hasConcept C41008148 @default.
• W3205879560 hasConcept C64922751 @default.
• W3205879560 hasConcept C79018884 @default.
• W3205879560 hasConcept C99498987 @default.
• W3205879560 hasConceptScore W3205879560C115961682 @default.
• W3205879560 hasConceptScore W3205879560C121332964 @default.
• W3205879560 hasConceptScore W3205879560C127220857 @default.
• W3205879560 hasConceptScore W3205879560C127413603 @default.
• W3205879560 hasConceptScore W3205879560C13280743 @default.
• W3205879560 hasConceptScore W3205879560C13895895 @default.
• W3205879560 hasConceptScore W3205879560C146978453 @default.
• W3205879560 hasConceptScore W3205879560C154945302 @default.
• W3205879560 hasConceptScore W3205879560C160372630 @default.
• W3205879560 hasConceptScore W3205879560C167310288 @default.
• W3205879560 hasConceptScore W3205879560C185798385 @default.
• W3205879560 hasConceptScore W3205879560C203718221 @default.
• W3205879560 hasConceptScore W3205879560C204323151 @default.
• W3205879560 hasConceptScore W3205879560C205312793 @default.
• W3205879560 hasConceptScore W3205879560C205649164 @default.
• W3205879560 hasConceptScore W3205879560C24890656 @default.
• W3205879560 hasConceptScore W3205879560C2776864781 @default.
• W3205879560 hasConceptScore W3205879560C28490314 @default.
• W3205879560 hasConceptScore W3205879560C31972630 @default.
• W3205879560 hasConceptScore W3205879560C41008148 @default.
• W3205879560 hasConceptScore W3205879560C64922751 @default.
• W3205879560 hasConceptScore W3205879560C79018884 @default.

• next