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Research

Tasks

Explore the problems researchers are working on and the benchmarks used to measure progress.

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Tasks

TaskDomainBenchmarksPapersLast update
Target source extractionspeech audio31Mar 17, 2026
Automatic Music Transcriptionspeech audio33Apr 8, 2026
Context-aware turn-takingspeech audionlp31Mar 13, 2026
Audio Jailbreakingadversarial safety securityspeech audio32May 7, 2026
ES-to-EN ASTspeech audionlp31Mar 16, 2026
Negative temporal attributiontabular time seriesspeech audio+131Feb 21, 2026
Brain-to-Text Decodingspeech audiobio medical32May 19, 2026
Sign Stitchingspeech audionlp31Mar 12, 2026
Multi-speaker separationspeech audio31Mar 12, 2026
Gesture-to-Speech Synthesisspeech audiocomputer vision+131Mar 23, 2026
Personalized Voice Activity Detectionspeech audio31Mar 12, 2026
iEEG neural decodingbio medicalspeech audio31Feb 21, 2026
Speech Processingspeech audio38Jun 30, 2026
Speech Meaningfulness Evaluationspeech audio31Feb 18, 2026
Neural Engine Sound Synthesisspeech audio31Mar 11, 2026
Speech-Preserving Facial Expression Manipulationspeech audiocomputer vision31Feb 20, 2026
English-accented speech generationspeech audio31Mar 10, 2026
Speech severity evaluationspeech audio31Mar 10, 2026
Bowel Sound Classificationbio medicalspeech audio31Mar 10, 2026
Paralinguistic-aware dialoguenlpspeech audio31Mar 9, 2026
Identity Recognitionspeech audio32Feb 21, 2026
Speech-to-Speechspeech audio33Jul 7, 2026
Singing Accompaniment Generationspeech audio32May 6, 2026
Binary Audio Classificationspeech audio31Mar 10, 2026
Accent Conversionspeech audio32Jun 25, 2026