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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
Streaming Voice-Agent Interaction Efficiencyspeech audiollm chat instruction41Feb 21, 2026
Blind Source Separation (Abundance Estimation)speech audio41Mar 27, 2026
Speech Interruption Handlingspeech audio41Mar 26, 2026
Overlap Handling Evaluationspeech audio41Mar 30, 2026
Adversarial Example Detectionadversarial safety securityspeech audio43Jul 2, 2026
Grapheme-to-Phoneme conversionnlpspeech audio43Jun 19, 2026
Audio-Visual Speech Extractionspeech audiocomputer vision+141May 15, 2026
Phoneme-level Arabic speech assessmentspeech audio41Apr 9, 2026
Turn-taking detectionspeech audio42Apr 23, 2026
Cross-speaker Style Transferspeech audio41Mar 24, 2026
Transcription Quality Evaluationspeech audio41Mar 18, 2026
Speaker Localizationspeech audio42Jun 18, 2026
Conversational Emotion Recognitionnlpspeech audio415May 19, 2026
Spoken Language Identificationspeech audio31Feb 18, 2026
Sign Stitchingspeech audionlp31Mar 12, 2026
Multi-speaker separationspeech audio31Mar 12, 2026
Personalized Voice Activity Detectionspeech audio31Mar 12, 2026
Multi-instrument transcriptionspeech audio32Jun 11, 2026
Bioacoustic Classificationspeech audiobio medical32May 15, 2026
Audio-visual Zero-Shot Learningmultimodalspeech audio+132Feb 27, 2026
Neural Engine Sound Synthesisspeech audio31Mar 11, 2026
Music Source Restorationspeech audio35Jun 24, 2026
Acoustic field reconstructionspeech audio32Jun 16, 2026
Context-aware turn-takingspeech audionlp31Mar 13, 2026
English-accented speech generationspeech audio31Mar 10, 2026