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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
Text and Reference Speech Synthesisspeech audio41Feb 21, 2026
Speech Interruption Handlingspeech audio41Mar 26, 2026
Mispronunciation Detectionspeech audio44Jun 5, 2026
Unsupervised Automatic Speech Recognitionspeech audio41Feb 18, 2026
Emotion Editingspeech audio42Apr 10, 2026
Adversarial Example Detectionadversarial safety securityspeech audio43Jul 2, 2026
Acoustic Emotion Recognitionspeech audio41Feb 18, 2026
Affective State Recognitionspeech audiobio medical42Jun 16, 2026
Fake Detectionspeech audio44Jun 4, 2026
Polyphonic music modelingspeech audio42Feb 22, 2026
Streaming Voice-Agent Interaction Efficiencyspeech audiollm chat instruction41Feb 21, 2026
Music Reconstructionspeech audio45May 28, 2026
Speaker Localizationspeech audio42Jun 18, 2026
Multi-sound source localizationspeech audio43Apr 10, 2026
Transcription Quality Evaluationspeech audio41Mar 18, 2026
Speech Anti-Spoofingspeech audio42Feb 21, 2026
Audio-Visual Target Speaker Extractionspeech audiomultimodal+143Jun 11, 2026
Multi-turn audio dialoguespeech audiollm chat instruction41Feb 18, 2026
Cross-speaker Style Transferspeech audio41Mar 24, 2026
Foreground Speaker Diarizationspeech audio41Mar 12, 2026
Multimodal Audio Understandingspeech audiomultimodal43May 28, 2026
Visual Text-to-Speechspeech audiocomputer vision42Jun 4, 2026
Speaker Erasurespeech audio41Mar 10, 2026
Personalized Keyword Spottingspeech audio41Jun 19, 2026
Acoustic Communicationspeech audio41Mar 10, 2026