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Tasks

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

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Tasks

TaskDomainBenchmarksPapersLast update
Pitch Recognitionspeech audio31Feb 18, 2026
Context-aware turn-takingspeech audionlp31Mar 13, 2026
Audio-Text Alignmentspeech audionlp32Feb 19, 2026
Target source extractionspeech audio31Mar 17, 2026
ES-to-EN ASTspeech audionlp31Mar 16, 2026
Music Source Restorationspeech audio35Jun 24, 2026
Sound Localizationspeech audiocomputer vision32Feb 18, 2026
Acoustic field reconstructionspeech audio32Jun 16, 2026
Personalized Voice Activity Detectionspeech audio31Mar 12, 2026
Movie Audio Description generationmultimodalspeech audio33Feb 18, 2026
Multi-speaker separationspeech audio31Mar 12, 2026
Audio-Visual Event Localizationmultimodalspeech audio+1315Jun 8, 2026
Sign Stitchingspeech audionlp31Mar 12, 2026
Neural Engine Sound Synthesisspeech audio31Mar 11, 2026
Text-to-sound generationspeech audio32Feb 18, 2026
Speech severity evaluationspeech audio31Mar 10, 2026
Bowel Sound Classificationbio medicalspeech audio31Mar 10, 2026
English-accented speech generationspeech audio31Mar 10, 2026
Rhythm Classificationspeech audio33Mar 31, 2026
Murmur detectionbio medicalspeech audio31Feb 18, 2026
Timestamp Predictionspeech audio32Jun 17, 2026
Emotion Recognition in Conversationsnlpspeech audio33Feb 22, 2026
Audio-to-Image Generationspeech audioimage generation editing32Jun 16, 2026
Audio-to-Text Generationspeech audionlp32Jun 16, 2026
Lipreadingspeech audiocomputer vision32Feb 18, 2026