Papers with En-to-De
Speech Vecalign: an Embedding-based Method for Aligning Parallel Speech Documents (2025.emnlp-main)
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| Challenge: | Speech Vecalign is a parallel speech document alignment method that monotonically aligns speech segment embeddings and does not depend on text transcriptions. |
| Approach: | They propose a parallel speech document alignment method that monotonically aligns speech segment embeddings and does not depend on text transcriptions. |
| Outcome: | The proposed method outperforms SpeechMatrix models on 3,000 hours of unlabeled speech documents and produces longer speech-to-speech alignments. |