Mirror SUMM-RE test split (124 tracks ≈ 41h, byte-exact from linagora/SUMM-RE)
Browse files- README.md +167 -0
- data/test-00000-of-00028.parquet +3 -0
- data/test-00001-of-00028.parquet +3 -0
- data/test-00002-of-00028.parquet +3 -0
- data/test-00003-of-00028.parquet +3 -0
- data/test-00004-of-00028.parquet +3 -0
- data/test-00005-of-00028.parquet +3 -0
- data/test-00006-of-00028.parquet +3 -0
- data/test-00007-of-00028.parquet +3 -0
- data/test-00008-of-00028.parquet +3 -0
- data/test-00009-of-00028.parquet +3 -0
- data/test-00010-of-00028.parquet +3 -0
- data/test-00011-of-00028.parquet +3 -0
- data/test-00012-of-00028.parquet +3 -0
- data/test-00013-of-00028.parquet +3 -0
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- data/test-00018-of-00028.parquet +3 -0
- data/test-00019-of-00028.parquet +3 -0
- data/test-00020-of-00028.parquet +3 -0
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README.md
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| 1 |
+
---
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| 2 |
+
license: cc-by-sa-4.0
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| 3 |
+
task_categories:
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| 4 |
+
- automatic-speech-recognition
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| 5 |
+
- voice-activity-detection
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+
language:
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| 7 |
+
- fr
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| 8 |
+
size_categories:
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| 9 |
+
- n<1K
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+
pretty_name: SUMM-RE French — test split
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| 11 |
+
tags:
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| 12 |
+
- summ-re
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| 13 |
+
- linagora
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| 14 |
+
- french
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| 15 |
+
- asr
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| 16 |
+
- speech
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| 17 |
+
- meetings
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| 18 |
+
- conversational
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| 19 |
+
- long-form
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| 20 |
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- vad
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| 21 |
+
annotations_creators:
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| 22 |
+
- expert-generated
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| 23 |
+
source_datasets:
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| 24 |
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- extended|summ-re
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| 25 |
+
dataset_info:
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+
features:
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| 27 |
+
- name: meeting_id
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| 28 |
+
dtype: string
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+
- name: speaker_id
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| 30 |
+
dtype: string
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| 31 |
+
- name: audio_id
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| 32 |
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dtype: string
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| 33 |
+
- name: audio
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| 34 |
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dtype: audio
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| 35 |
+
- name: segments
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| 36 |
+
list:
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| 37 |
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- name: end
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| 38 |
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dtype: float64
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| 39 |
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- name: start
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| 40 |
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dtype: float64
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| 41 |
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- name: transcript
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| 42 |
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dtype: string
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| 43 |
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- name: words
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| 44 |
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list:
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| 45 |
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- name: end
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| 46 |
+
dtype: float64
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| 47 |
+
- name: start
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| 48 |
+
dtype: float64
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| 49 |
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- name: word
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| 50 |
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dtype: string
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| 51 |
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- name: transcript
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| 52 |
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dtype: string
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| 53 |
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splits:
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| 54 |
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- name: test
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| 55 |
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num_examples: 124
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| 56 |
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num_bytes: 13775584735
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| 57 |
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configs:
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| 58 |
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- config_name: default
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| 59 |
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data_files:
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| 60 |
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- split: test
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| 61 |
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path: data/test-*.parquet
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| 62 |
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---
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| 63 |
+
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| 64 |
+
# SUMM-RE — French test split (mirror of `linagora/SUMM-RE`)
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| 65 |
+
|
| 66 |
+
Mirror **public** du split **`test` de SUMM-RE** (LINAGORA / Aix-Marseille
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| 67 |
+
LPL), pour benchmark **ASR français conversationnel** (parole de réunion,
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| 68 |
+
3-4 locuteurs, ~20 min par session).
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| 69 |
+
|
| 70 |
+
> ⚠ Ce repo ne contient **que le split test** (124 tracks individuelles =
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| 71 |
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> 37 réunions × 3-4 micros). Pour les splits `train` / `dev`, voir le repo
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| 72 |
+
> upstream `linagora/SUMM-RE`.
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| 73 |
+
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| 74 |
+
## Contenu
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| 75 |
+
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| 76 |
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- **124** pistes audio individuelles (1 piste = 1 microphone d'un locuteur
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| 77 |
+
pour une réunion entière de ~20 min)
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| 78 |
+
- **37** réunions distinctes (chacune avec 3-4 micros)
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| 79 |
+
- Audio : **WAV 16 kHz mono PCM_16** embarqué dans parquet (tel que upstream)
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| 80 |
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- Annotations : transcription manuelle + alignement forcé au mot
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| 81 |
+
- Langue : **français (fr)**, parole conversationnelle / réunion
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| 82 |
+
- Licence : **CC-BY-SA-4.0** (héritée de SUMM-RE upstream)
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| 83 |
+
- Durée totale : **~41 h** (124 × ~20 min)
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| 84 |
+
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| 85 |
+
## Colonnes
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| 86 |
+
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| 87 |
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| Colonne | Type | Description |
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| 88 |
+
|---------|------|-------------|
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| 89 |
+
| `audio` | Audio | dict `{{path, array, sampling_rate}}` — décodé auto |
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| 90 |
+
| `meeting_id` | string | ID réunion : `<num><letter>_<scenario><type><loc>` (ex `001a_PARL`) |
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| 91 |
+
| `speaker_id` | string | identifiant locuteur |
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| 92 |
+
| `audio_id` | string | `meeting_id + speaker_id` (clé unique) |
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| 93 |
+
| `transcript` | string | transcription concaténée de tous les segments (ref WER) |
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| 94 |
+
| `segments` | list[struct] | segments avec `start`, `end`, `transcript`, `words[start,end,word]` |
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| 95 |
+
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| 96 |
+
## Utilisation
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| 97 |
+
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| 98 |
+
### Chargement
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| 99 |
+
```python
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| 100 |
+
from datasets import load_dataset
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| 101 |
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| 102 |
+
ds = load_dataset("ggfox00000/stt-summre-fr-test", split="test")
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| 103 |
+
print(ds)
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| 104 |
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sample = ds[0]
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| 105 |
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print(sample["meeting_id"], sample["speaker_id"])
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| 106 |
+
print(sample["audio"]["sampling_rate"], sample["audio"]["array"].shape)
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| 107 |
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print("segments:", len(sample["segments"]))
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| 108 |
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print("first seg:", sample["segments"][0])
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| 109 |
+
```
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| 110 |
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|
| 111 |
+
### Découpage par segment pour évaluation WER
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| 112 |
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SUMM-RE livre **1 ligne par piste audio complète (~20 min)**. Pour comparer
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| 113 |
+
à un benchmark utterance-level, tu peux soit :
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| 114 |
+
|
| 115 |
+
1. **Long-form WER** : passer la track complète à Whisper en mode
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| 116 |
+
chunked (`chunk_length_s=30`, `return_timestamps=True`), comparer le
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| 117 |
+
résultat au champ `transcript`.
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| 118 |
+
2. **Utterance-level** : découper par `segments[i].start/end`, transcrire
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| 119 |
+
chaque segment isolément, comparer au `segments[i].transcript`.
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| 120 |
+
|
| 121 |
+
### Évaluation diarisation
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| 122 |
+
En fusionnant toutes les tracks d'une même `meeting_id`, tu peux évaluer
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| 123 |
+
de la diarisation (qui parle quand). Les timestamps `segments[i].start/end`
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| 124 |
+
servent de RTTM de référence. Voir paper Hunter et al. (2024) §5.
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| 125 |
+
|
| 126 |
+
## Pré-traitement
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| 127 |
+
|
| 128 |
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**Aucun.** Les 28 parquets sont transférés bit-à-bit depuis `linagora/SUMM-RE`
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| 129 |
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(uniquement les fichiers du split `test`, l'arbo `data/test/test-*.parquet`
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| 130 |
+
upstream est aplatie en `data/test-*.parquet` pour cohérence avec nos autres
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| 131 |
+
STT datasets `ggfox00000/stt-*`). Aucun resampling, aucun ré-encodage.
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| 132 |
+
|
| 133 |
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## Source
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| 134 |
+
|
| 135 |
+
- Dataset upstream : https://huggingface.co/datasets/linagora/SUMM-RE
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| 136 |
+
- Paper : Hunter et al. 2024, *"SUMM-RE: A corpus of French meeting-style
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| 137 |
+
conversations"* (LREC-COLING 2024)
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| 138 |
+
- Projet : SUMM-RE (ANR-20-CE23-0017), LINAGORA + Aix-Marseille LPL
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| 139 |
+
|
| 140 |
+
## Licence
|
| 141 |
+
|
| 142 |
+
**CC-BY-SA-4.0** (héritée de SUMM-RE upstream). Toute redistribution doit
|
| 143 |
+
préserver la licence et créditer LINAGORA + le LPL.
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| 144 |
+
|
| 145 |
+
## Citation
|
| 146 |
+
|
| 147 |
+
```bibtex
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| 148 |
+
@inproceedings{{hunter2024summre,
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| 149 |
+
title = {{SUMM-RE: A Corpus of French Meeting-Style Conversations}},
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| 150 |
+
author = {{Hunter, Julie and others}},
|
| 151 |
+
booktitle = {{Proceedings of LREC-COLING 2024}},
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| 152 |
+
year = {{2024}},
|
| 153 |
+
}}
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| 154 |
+
```
|
| 155 |
+
|
| 156 |
+
Pour le pipeline d'alignement Whisper utilisé sur le split `train` (non
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| 157 |
+
inclus dans ce mirror) :
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| 158 |
+
|
| 159 |
+
```bibtex
|
| 160 |
+
@inproceedings{{yamasaki2023transcribing,
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| 161 |
+
title = {{Transcribing And Aligning Conversational Speech: A Hybrid
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| 162 |
+
Pipeline Applied To French Conversations}},
|
| 163 |
+
author = {{Yamasaki, Hugo and others}},
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| 164 |
+
booktitle = {{Proceedings of ASRU 2023}},
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| 165 |
+
year = {{2023}},
|
| 166 |
+
}}
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| 167 |
+
```
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