Automatic Lyrics Transcription
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Benchmarks
Jam-ALT English
Jam-ALT
Jam-ALT French
Jam-ALT German
Jam-ALT Spanish
Most implemented
Automatic Lyrics Transcription using Dilated Convolutional Neural Networks with Self-Attention
Lyrics Transcription for Humans: A Readability-Aware Benchmark
Jam-ALT: A Formatting-Aware Lyrics Transcription Benchmark
Papers
VietLyrics: A Large-Scale Dataset and Models for Vietnamese Automatic Lyrics Transcription
Automatic Lyrics Transcription (ALT) for Vietnamese music presents unique challenges due to its tonal complexity and dialectal variations, but remains largely unexplored due to the lack of a dedicated dataset. Therefore,…
Automatic Lyrics TranscriptionEnhancing Lyrics Transcription on Music Mixtures with Consistency Loss
Automatic Lyrics Transcription (ALT) aims to recognize lyrics from singing voices, similar to Automatic Speech Recognition (ASR) for spoken language, but faces added complexity due to domain-specific properties of the si…
Automatic Lyrics TranscriptionAutomatic Speech RecognitionAutomatic Speech Recognition (ASR)speech-recognition+1Lyrics Transcription for Humans: A Readability-Aware Benchmark
Writing down lyrics for human consumption involves not only accurately capturing word sequences, but also incorporating punctuation and formatting for clarity and to convey contextual information. This includes song stru…
Automatic Lyrics TranscriptionTowards Building an End-to-End Multilingual Automatic Lyrics Transcription Model
Multilingual automatic lyrics transcription (ALT) is a challenging task due to the limited availability of labelled data and the challenges introduced by singing, compared to multilingual automatic speech recognition. Al…
Automatic Lyrics TranscriptionAutomatic Speech Recognitionspeech-recognitionSpeech RecognitionJam-ALT: A Formatting-Aware Lyrics Transcription Benchmark
Current automatic lyrics transcription (ALT) benchmarks focus exclusively on word content and ignore the finer nuances of written lyrics including formatting and punctuation, which leads to a potential misalignment with …
Automatic Lyrics TranscriptionRhythmAdapting pretrained speech model for Mandarin lyrics transcription and alignment
The tasks of automatic lyrics transcription and lyrics alignment have witnessed significant performance improvements in the past few years. However, most of the previous works only focus on English in which large-scale d…
Automatic Lyrics TranscriptionData Augmentation