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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
Audio Reconstructionspeech audio4536Jul 1, 2026
Text-to-Audio Retrievalmultimodalnlp+14240Jul 1, 2026
Audio-Visual Question Answeringmultimodalspeech audio+14246Jul 8, 2026
Audio Generationspeech audio4121Jul 1, 2026
Audio Question Answeringspeech audionlp+14028Jul 1, 2026
Voice Conversionspeech audio4029Jun 23, 2026
Spoken Language Understandingspeech audionlp3722Jun 25, 2026
Target Speaker Extractionspeech audio3618Jul 8, 2026
Active Speaker Detectionspeech audiocomputer vision3416Jul 7, 2026
Audio Captioningspeech audionlp3447Jul 7, 2026
Audio Watermarkingspeech audio337Jun 23, 2026
Audio Super-Resolutionspeech audio3210May 7, 2026
Sound Event Detectionspeech audio3125Jul 8, 2026
Source Separationspeech audio3113Jun 4, 2026
Speaker Identificationspeech audio3030Jun 30, 2026
ASR Error Correctionspeech audionlp3010Jun 25, 2026
Speech Deepfake Detectionspeech audio3014Jun 25, 2026
Zero-shot Text-to-Speechspeech audio3015Jun 17, 2026
Respiratory sound classificationbio medicalspeech audio3012Jun 11, 2026
Visual Speech Recognitionspeech audiocomputer vision3024Jun 2, 2026
Isolated Sign Language Recognitioncomputer visionspeech audio2914Jun 30, 2026
Audio-to-Text Retrievalspeech audioretrieval search rag2921Jul 1, 2026
Text-to-Audio Generationspeech audioimage generation editing2847Jul 7, 2026
Phoneme Recognitionspeech audio2723Jun 16, 2026
Environmental Sound Classificationspeech audio2723Jun 26, 2026