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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 Time-Stretchingspeech audio21Feb 22, 2026
Audio Event Taggingspeech audio26Jun 5, 2026
Speech-driven talking face generationspeech audioimage generation editing21Mar 4, 2026
Voice Classificationspeech audio21Feb 24, 2026
Speech Semantic Understandingspeech audionlp21Feb 22, 2026
EEG-to-Text Retrievalspeech audionlp21Feb 20, 2026
Audio-to-Text Retrieval (via Vision pivot)speech audiomultimodal+121Feb 20, 2026
Singing Voice Generationspeech audioimage generation editing22Jun 5, 2026
Emergent modality binding (au -> te -> vi)multimodalspeech audio+121Feb 20, 2026
Emergent modality binding (vi -> te -> au)multimodalcomputer vision+221Feb 20, 2026
Subjective Speech Evaluation Predictionspeech audio21Feb 22, 2026
Cross-modal retrieval (Audio)multimodalspeech audio21Feb 21, 2026
Text-audio retrievalretrieval search ragspeech audio+121Feb 22, 2026
Sound field renderingspeech audio21Feb 18, 2026
Audio-driven Digital Human Generationspeech audioimage generation editing+121Feb 22, 2026
TTS Quality Improvementspeech audio21Feb 22, 2026
Named Entity Correctionnlpspeech audio21Feb 22, 2026
Addingspeech audio22Jun 16, 2026
Speech/Non-Speech Classificationspeech audio21Feb 21, 2026
Speech-Sound Event Separationspeech audio21Feb 21, 2026
Sound Event Separationspeech audio21Feb 21, 2026
Respiratory sound 4-class classificationbio medicalspeech audio21Feb 18, 2026
Speech Activity Detectionspeech audio21Feb 21, 2026
Replacementspeech audio22Jun 16, 2026
4-class respiratory sound classificationspeech audio24Jun 11, 2026