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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 Classificationspeech audio11Feb 18, 2026
CSL to ASL Sign-to-Sign Translationspeech audiomultimodal11May 21, 2026
CSL to DGS Sign-to-Sign Translationspeech audiomultimodal11May 21, 2026
DGS to ASL Sign-to-Sign Translationspeech audiomultimodal11May 21, 2026
DGS to CSL Sign-to-Sign Translationspeech audio11May 21, 2026
Autoregressive audio (AAR)speech audio11May 21, 2026
Audio Identificationspeech audio11Feb 21, 2026
Seizure Semiology Recognitionbio medicalspeech audio11May 22, 2026
TTS Editingspeech audio11Feb 21, 2026
Fine-grained audio-visual video understandingmultimodalspeech audio+112Jun 23, 2026
Audio Perceptual Quality Assessmentspeech audio11May 25, 2026
Audio Watermark Attributionspeech audio11May 25, 2026
Sound Target Segmentationspeech audiocomputer vision11Feb 18, 2026
Audio Classification/Retrievalspeech audioretrieval search rag11Feb 21, 2026
Background Speech Detectionspeech audio11May 25, 2026
Multi-dialect classificationspeech audio11May 25, 2026
fine-grained speech quality scoringspeech audio11May 25, 2026
Cross-lingual speech generationspeech audionlp12Apr 20, 2026
multi-turn dialogue speech evaluationspeech audiollm chat instruction11May 25, 2026
Temporal Sound Event Detectionspeech audio11May 25, 2026
Dialogue Emotion Recognitionnlpspeech audio11Feb 18, 2026
Mean Opinion Scorespeech audio11May 25, 2026
Multilingual Speech Generationspeech audionlp12Apr 20, 2026
Background Speechspeech audio11May 26, 2026
Noise-robust Audio Reasoningspeech audionlp11May 26, 2026