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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
Medical transcription post-processingspeech audiobio medical+121Mar 4, 2026
Speech Semantic Understandingspeech audionlp21Feb 22, 2026
Text-audio retrievalretrieval search ragspeech audio+121Feb 22, 2026
Conversational Speech Transcriptionspeech audionlp21Feb 21, 2026
Speech-to-speech instruction-followingspeech audiollm chat instruction22Apr 21, 2026
Named Entity Correctionnlpspeech audio21Feb 22, 2026
Sound Event Separationspeech audio21Feb 21, 2026
Lyric Intelligibility Predictionspeech audionlp21Feb 21, 2026
Speech Activity Detectionspeech audio21Feb 21, 2026
Zero-shot Speech Evaluationspeech audio21Feb 18, 2026
TTS Quality Improvementspeech audio21Feb 22, 2026
Speech-Sound Event Separationspeech audio21Feb 21, 2026
Unit Error Distancespeech audio21Feb 21, 2026
Punctuation and Capitalization Predictionspeech audionlp21Feb 21, 2026
Cross-lingual Text-to-Speechspeech audionlp22May 8, 2026
Bioacoustic species classificationspeech audiobio medical22Jun 12, 2026
Audio-to-Video generationvideo generation editingspeech audio22Feb 18, 2026
Single-emotion steeringspeech audio21Feb 21, 2026
Mixed-emotion Text-to-Speechspeech audio21Feb 21, 2026
Open-ended Audio Question Answeringspeech audionlp21Feb 18, 2026
Mixed Distortion Suppressionspeech audio21Feb 21, 2026
Speech Semantic Editingspeech audio21Feb 21, 2026
Audio-Visual Speech-to-Speech Translationspeech audiomultimodal21Feb 18, 2026
Audio-Visual Speech-to-Audio Translationspeech audiomultimodal21Feb 18, 2026
Audio-Text Alignment Scoringspeech audionlp21Feb 21, 2026