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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
Timbre-separated transcriptionspeech audio51Mar 27, 2026
Noise Suppressionspeech audio52Feb 18, 2026
Phonemizationspeech audio51Apr 28, 2026
Vocodingspeech audio53Mar 10, 2026
Audio-to-Text Chatspeech audiollm chat instruction51Mar 31, 2026
Audio-Visual Automatic Speech Recognitionspeech audiomultimodal51Feb 18, 2026
Phoneme Classificationspeech audio52Apr 7, 2026
Spoken dialogue generationspeech audiollm chat instruction52Apr 15, 2026
Post-ASR Entity Correctionspeech audionlp51Mar 18, 2026
Lip-syncingspeech audiocomputer vision53Feb 20, 2026
Audio Quality Evaluationspeech audio54May 26, 2026
Audio event classificationspeech audio55Feb 18, 2026
Speech Intelligibility Assessmentspeech audio52Feb 25, 2026
Source Countingspeech audio51Feb 18, 2026
Binary classification (Human vs Machine speech)speech audionlp51Mar 4, 2026
Medical Audio Analysisspeech audiobio medical51Mar 4, 2026
In-context Text-to-Speechspeech audio51Feb 18, 2026
Spoof detectionspeech audio54Jul 7, 2026
Spoken Language Modelingspeech audionlp55Apr 28, 2026
Audiovisual Understanding & Reasoningmultimodalspeech audio+154Jun 18, 2026
Visual Acoustic Matchingcomputer visionspeech audio51Feb 18, 2026
Authenticity Classificationspeech audio51Feb 21, 2026
SASVspeech audio51Feb 21, 2026
Spoofing-Robust Speaker Verificationspeech audioadversarial safety security51Feb 18, 2026
Piano Transcriptionspeech audiocomputer vision54Jun 11, 2026