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Datasets:
OpenVoiceOS
/
ww-stream-bench

Tasks:
Audio Classification
Modalities:
Audio
Text
Formats:
json
Size:
1K - 10K
Tags:
openvoiceos
wake-word
keyword-spotting
benchmark
Libraries:
Datasets
pandas
Polars
License:
Dataset card Data Studio Files
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  1. README.md +396 -60
  2. community-amelia/audio/ww_stream_00000.flac +3 -0
  3. community-amelia/manifest.jsonl +1 -1
  4. community-athena/audio/ww_stream_00000.flac +3 -0
  5. community-athena/manifest.jsonl +1 -1
  6. community-computer/audio/ww_stream_00000.flac +3 -0
  7. community-computer/manifest.jsonl +1 -1
  8. community-ey-ordenador/audio/ww_stream_00000.flac +3 -0
  9. community-ey-ordenador/manifest.jsonl +1 -1
  10. community-hey-chatterbox/audio/ww_stream_00000.flac +3 -0
  11. community-hey-chatterbox/manifest.jsonl +1 -1
  12. community-hey-floyd/audio/ww_stream_00000.flac +3 -0
  13. community-hey-floyd/manifest.jsonl +1 -1
  14. community-hey-k9/audio/ww_stream_00000.flac +3 -0
  15. community-hey-k9/manifest.jsonl +1 -1
  16. community-hey-savant/audio/ww_stream_00000.flac +3 -0
  17. community-hey-savant/manifest.jsonl +1 -1
  18. community-hey-scout/audio/ww_stream_00000.flac +3 -0
  19. community-hey-scout/manifest.jsonl +1 -1
  20. community-hey-ziggy/audio/ww_stream_00000.flac +3 -0
  21. community-hey-ziggy/manifest.jsonl +1 -1
  22. dropped-utterances.txt +0 -0
  23. manifest-community-amelia.jsonl +41 -25
  24. manifest-community-athena.jsonl +41 -25
  25. manifest-community-computer.jsonl +41 -25
  26. manifest-community-ey-ordenador.jsonl +15 -25
  27. manifest-community-hey-chatterbox.jsonl +41 -25
  28. manifest-community-hey-floyd.jsonl +41 -25
  29. manifest-community-hey-k9.jsonl +41 -25
  30. manifest-community-hey-savant.jsonl +41 -25
  31. manifest-community-hey-scout.jsonl +41 -25
  32. manifest-community-hey-ziggy.jsonl +41 -25
  33. manifest-negatives-an-ES.jsonl +14 -0
  34. manifest-negatives-ca-ES.jsonl +14 -0
  35. manifest-negatives-da-DK.jsonl +14 -0
  36. manifest-negatives-de-DE.jsonl +14 -0
  37. manifest-negatives-en-US.jsonl +40 -0
  38. manifest-negatives-es-ES.jsonl +14 -0
  39. manifest-negatives-eu-ES.jsonl +15 -0
  40. manifest-negatives-fr-FR.jsonl +14 -0
  41. manifest-negatives-it-IT.jsonl +14 -0
  42. manifest-negatives-nl-NL.jsonl +14 -0
  43. manifest-negatives-pt-PT.jsonl +14 -0
  44. manifest-picovoice-alexa.jsonl +41 -25
  45. manifest-picovoice-computer.jsonl +41 -25
  46. manifest-picovoice-jarvis.jsonl +41 -25
  47. manifest-picovoice-smart-mirror.jsonl +41 -25
  48. manifest-picovoice-snowboy.jsonl +41 -25
  49. manifest-picovoice-view-glass.jsonl +41 -25
  50. manifest-sam-wake-word.jsonl +41 -25
README.md CHANGED
@@ -1,5 +1,5 @@
1
  ---
2
- license: cc-by-4.0
3
  task_categories:
4
  - audio-classification
5
  tags:
@@ -9,8 +9,28 @@ tags:
9
  - benchmark
10
  pretty_name: OVOS streaming wake-word benchmark
11
  configs:
12
- - config_name: negatives
13
- data_files: manifest-negatives.jsonl
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
14
  - config_name: community-amelia
15
  data_files: manifest-community-amelia.jsonl
16
  - config_name: community-athena
@@ -79,6 +99,172 @@ configs:
79
  data_files: manifest-synthetic-wakewords-stop.jsonl
80
  - config_name: synthetic-wakewords-wake_up
81
  data_files: manifest-synthetic-wakewords-wake_up.jsonl
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
82
  ---
83
 
84
  # OVOS streaming wake-word benchmark
@@ -88,34 +274,106 @@ live microphone. A detector streams each recording in 80 ms blocks. The
88
  manifest gives the time of every real wake word, so a test counts the wake
89
  words it missed and the times it woke with no wake word. The
90
  [OVOS plugin arena](https://github.com/OpenVoiceOS/ovos-plugin-arena) scores
91
- its `ww_stream` boards from this repo.
 
92
 
93
  ## Layout
94
 
95
  | Path | Contents |
96
  |---|---|
97
- | `negatives/audio/` | 24 recordings, 12.00 hours, with no wake word |
 
98
  | `<set>/audio/` | One recording per test set: its clips with the phrase, with speech between them |
99
- | `manifest-<set>.jsonl` | The test set's recording, then every negative recording |
100
- | `manifest-negatives.jsonl` | The negative recordings only |
101
- | `dropped-utterances.txt` | The LibriSpeech ids left out because their transcript holds a phrase |
102
 
103
  A manifest row has `audio`, `duration_s`, `onsets` and `ends` (seconds),
104
  `sources` (the clip behind each onset), `snr_db` and `level_dbfs`. A
105
- negative recording has empty `onsets`.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
106
 
107
  ## How it is made
108
 
109
- - **Audio with no wake word**: LibriSpeech `test-clean` and `test-other`
110
- (read English speech, CC BY 4.0), and 2000 three-second clips of the
111
- public-domain sounds of pdsounds.org, shuffled together and cut into
112
- 30-minute recordings.
113
- - **Speech between the wake words**: LibriSpeech `dev-clean` and `dev-other`,
114
- so it never repeats the audio with no wake word.
115
- - **No phrase in the speech**: an utterance whose transcript holds any of the
116
- 55 phrases of the arena's wake-word test sets and fighters, as whole words,
117
- is left out of both. That removes 45 utterances, named in
118
- `dropped-utterances.txt`. The sounds have no transcript and are not filtered.
119
  - **Wake words**: up to 400 clips with the phrase from each test
120
  set, picked evenly across the set. Silence before and after each clip is cut,
121
  so its onset is where the phrase starts. Each clip is set 5 to 15 dB above the
@@ -125,47 +383,125 @@ negative recording has empty `onsets`.
125
  `python3 scripts/publish_ww_stream_bench.py --work <folder> --seed 0` in
126
  the arena.
127
 
128
- | Test set | Phrase | Source | Licence | Clips | Hours |
129
- |---|---|---|---|---|---|
130
- | `community-amelia` | `amelia` | [OpenVoiceOS/ovos-community-wakewords-dataset](https://huggingface.co/datasets/OpenVoiceOS/ovos-community-wakewords-dataset) `1a3ad631` | CC-BY-4.0 | 223 of 223 | 0.46 |
131
- | `community-athena` | `athena` | [OpenVoiceOS/ovos-community-wakewords-dataset](https://huggingface.co/datasets/OpenVoiceOS/ovos-community-wakewords-dataset) `1a3ad631` | CC-BY-4.0 | 400 of 482 | 0.85 |
132
- | `community-computer` | `computer` | [OpenVoiceOS/ovos-community-wakewords-dataset](https://huggingface.co/datasets/OpenVoiceOS/ovos-community-wakewords-dataset) `1a3ad631` | CC-BY-4.0 | 400 of 470 | 1.03 |
133
- | `community-ey-ordenador` | `ey_ordenador` | [OpenVoiceOS/ovos-community-wakewords-dataset](https://huggingface.co/datasets/OpenVoiceOS/ovos-community-wakewords-dataset) `1a3ad631` | CC-BY-4.0 | 48 of 48 | 0.12 |
134
- | `community-hey-chatterbox` | `hey_chatterbox` | [OpenVoiceOS/ovos-community-wakewords-dataset](https://huggingface.co/datasets/OpenVoiceOS/ovos-community-wakewords-dataset) `1a3ad631` | CC-BY-4.0 | 116 of 116 | 0.24 |
135
- | `community-hey-floyd` | `hey_floyd` | [OpenVoiceOS/ovos-community-wakewords-dataset](https://huggingface.co/datasets/OpenVoiceOS/ovos-community-wakewords-dataset) `1a3ad631` | CC-BY-4.0 | 96 of 96 | 0.21 |
136
- | `community-hey-k9` | `hey_k9` | [OpenVoiceOS/ovos-community-wakewords-dataset](https://huggingface.co/datasets/OpenVoiceOS/ovos-community-wakewords-dataset) `1a3ad631` | CC-BY-4.0 | 46 of 46 | 0.11 |
137
- | `community-hey-savant` | `hey_savant` | [OpenVoiceOS/ovos-community-wakewords-dataset](https://huggingface.co/datasets/OpenVoiceOS/ovos-community-wakewords-dataset) `1a3ad631` | CC-BY-4.0 | 115 of 115 | 0.26 |
138
- | `community-hey-scout` | `hey_scout` | [OpenVoiceOS/ovos-community-wakewords-dataset](https://huggingface.co/datasets/OpenVoiceOS/ovos-community-wakewords-dataset) `1a3ad631` | CC-BY-4.0 | 34 of 34 | 0.07 |
139
- | `community-hey-ziggy` | `hey_ziggy` | [OpenVoiceOS/ovos-community-wakewords-dataset](https://huggingface.co/datasets/OpenVoiceOS/ovos-community-wakewords-dataset) `1a3ad631` | CC-BY-4.0 | 26 of 26 | 0.06 |
140
- | `picovoice-alexa` | `alexa` | [Picovoice/wake-word-benchmark](https://huggingface.co/datasets/Picovoice/wake-word-benchmark) `f047dd73` | apache-2.0 | 329 of 329 | 0.70 |
141
- | `picovoice-computer` | `computer` | [Picovoice/wake-word-benchmark](https://huggingface.co/datasets/Picovoice/wake-word-benchmark) `f047dd73` | apache-2.0 | 400 of 411 | 0.78 |
142
- | `picovoice-jarvis` | `jarvis` | [Picovoice/wake-word-benchmark](https://huggingface.co/datasets/Picovoice/wake-word-benchmark) `f047dd73` | apache-2.0 | 384 of 384 | 0.74 |
143
- | `picovoice-smart-mirror` | `smart mirror` | [Picovoice/wake-word-benchmark](https://huggingface.co/datasets/Picovoice/wake-word-benchmark) `f047dd73` | apache-2.0 | 369 of 369 | 0.74 |
144
- | `picovoice-snowboy` | `snowboy` | [Picovoice/wake-word-benchmark](https://huggingface.co/datasets/Picovoice/wake-word-benchmark) `f047dd73` | apache-2.0 | 400 of 401 | 0.78 |
145
- | `picovoice-view-glass` | `view glass` | [Picovoice/wake-word-benchmark](https://huggingface.co/datasets/Picovoice/wake-word-benchmark) `f047dd73` | apache-2.0 | 399 of 399 | 0.81 |
146
- | `sam-wake-word` | `sam` | [quo-labs/sam-wake-word](https://huggingface.co/datasets/quo-labs/sam-wake-word) `d5398f06` | mit | 399 of 1021 | 0.74 |
147
- | `synthetic-wakewords-alexa` | `alexa` | [OpenVoiceOS/synthetic-wakewords](https://huggingface.co/datasets/OpenVoiceOS/synthetic-wakewords) `73211e16` | apache-2.0 | 400 of 2224 | 0.74 |
148
- | `synthetic-wakewords-amelia` | `amelia` | [OpenVoiceOS/synthetic-wakewords](https://huggingface.co/datasets/OpenVoiceOS/synthetic-wakewords) `73211e16` | apache-2.0 | 400 of 2224 | 0.74 |
149
- | `synthetic-wakewords-android` | `android` | [OpenVoiceOS/synthetic-wakewords](https://huggingface.co/datasets/OpenVoiceOS/synthetic-wakewords) `73211e16` | apache-2.0 | 400 of 2224 | 0.74 |
150
- | `synthetic-wakewords-athena` | `athena` | [OpenVoiceOS/synthetic-wakewords](https://huggingface.co/datasets/OpenVoiceOS/synthetic-wakewords) `73211e16` | apache-2.0 | 400 of 2224 | 0.72 |
151
- | `synthetic-wakewords-hey_andromeda` | `hey_andromeda` | [OpenVoiceOS/synthetic-wakewords](https://huggingface.co/datasets/OpenVoiceOS/synthetic-wakewords) `73211e16` | apache-2.0 | 400 of 2226 | 0.78 |
152
- | `synthetic-wakewords-hey_chatterbox` | `hey_chatterbox` | [OpenVoiceOS/synthetic-wakewords](https://huggingface.co/datasets/OpenVoiceOS/synthetic-wakewords) `73211e16` | apache-2.0 | 400 of 2226 | 0.78 |
153
- | `synthetic-wakewords-hey_computer` | `hey_computer` | [OpenVoiceOS/synthetic-wakewords](https://huggingface.co/datasets/OpenVoiceOS/synthetic-wakewords) `73211e16` | apache-2.0 | 400 of 2223 | 0.76 |
154
- | `synthetic-wakewords-hey_eggbert` | `hey_eggbert` | [OpenVoiceOS/synthetic-wakewords](https://huggingface.co/datasets/OpenVoiceOS/synthetic-wakewords) `73211e16` | apache-2.0 | 400 of 2224 | 0.75 |
155
- | `synthetic-wakewords-hey_floyd` | `hey_floyd` | [OpenVoiceOS/synthetic-wakewords](https://huggingface.co/datasets/OpenVoiceOS/synthetic-wakewords) `73211e16` | apache-2.0 | 400 of 2221 | 0.75 |
156
- | `synthetic-wakewords-hey_jarvis` | `hey_jarvis` | [OpenVoiceOS/synthetic-wakewords](https://huggingface.co/datasets/OpenVoiceOS/synthetic-wakewords) `73211e16` | apache-2.0 | 400 of 2225 | 0.77 |
157
- | `synthetic-wakewords-hey_marvin` | `hey_marvin` | [OpenVoiceOS/synthetic-wakewords](https://huggingface.co/datasets/OpenVoiceOS/synthetic-wakewords) `73211e16` | apache-2.0 | 400 of 2098 | 0.75 |
158
- | `synthetic-wakewords-hey_mycroft` | `hey_mycroft` | [OpenVoiceOS/synthetic-wakewords](https://huggingface.co/datasets/OpenVoiceOS/synthetic-wakewords) `73211e16` | apache-2.0 | 400 of 2226 | 0.76 |
159
- | `synthetic-wakewords-hey_neon` | `hey_neon` | [OpenVoiceOS/synthetic-wakewords](https://huggingface.co/datasets/OpenVoiceOS/synthetic-wakewords) `73211e16` | apache-2.0 | 400 of 2225 | 0.75 |
160
- | `synthetic-wakewords-hey_robin` | `hey_robin` | [OpenVoiceOS/synthetic-wakewords](https://huggingface.co/datasets/OpenVoiceOS/synthetic-wakewords) `73211e16` | apache-2.0 | 400 of 2226 | 0.75 |
161
- | `synthetic-wakewords-hey_ziggy` | `hey_ziggy` | [OpenVoiceOS/synthetic-wakewords](https://huggingface.co/datasets/OpenVoiceOS/synthetic-wakewords) `73211e16` | apache-2.0 | 400 of 2221 | 0.75 |
162
- | `synthetic-wakewords-stop` | `stop` | [OpenVoiceOS/synthetic-wakewords](https://huggingface.co/datasets/OpenVoiceOS/synthetic-wakewords) `73211e16` | apache-2.0 | 400 of 2221 | 0.72 |
163
- | `synthetic-wakewords-wake_up` | `wake_up` | [OpenVoiceOS/synthetic-wakewords](https://huggingface.co/datasets/OpenVoiceOS/synthetic-wakewords) `73211e16` | apache-2.0 | 400 of 2226 | 0.73 |
164
-
165
- LibriSpeech is pinned at `71cacbfb` of
166
- [openslr/librispeech_asr](https://huggingface.co/datasets/openslr/librispeech_asr); the sounds at
167
- `f47136f9` of [TigreGotico/public_domain_sounds_3secs](https://huggingface.co/datasets/TigreGotico/public_domain_sounds_3secs).
168
- Each recording keeps the licence of its sources.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
169
 
170
  These clips hold no sound and are left out: `positive/positive_00440.wav` of `sam-wake-word`.
171
 
 
1
  ---
2
+ license: other
3
  task_categories:
4
  - audio-classification
5
  tags:
 
9
  - benchmark
10
  pretty_name: OVOS streaming wake-word benchmark
11
  configs:
12
+ - config_name: negatives-an-ES
13
+ data_files: manifest-negatives-an-ES.jsonl
14
+ - config_name: negatives-ca-ES
15
+ data_files: manifest-negatives-ca-ES.jsonl
16
+ - config_name: negatives-da-DK
17
+ data_files: manifest-negatives-da-DK.jsonl
18
+ - config_name: negatives-de-DE
19
+ data_files: manifest-negatives-de-DE.jsonl
20
+ - config_name: negatives-en-US
21
+ data_files: manifest-negatives-en-US.jsonl
22
+ - config_name: negatives-es-ES
23
+ data_files: manifest-negatives-es-ES.jsonl
24
+ - config_name: negatives-eu-ES
25
+ data_files: manifest-negatives-eu-ES.jsonl
26
+ - config_name: negatives-fr-FR
27
+ data_files: manifest-negatives-fr-FR.jsonl
28
+ - config_name: negatives-it-IT
29
+ data_files: manifest-negatives-it-IT.jsonl
30
+ - config_name: negatives-nl-NL
31
+ data_files: manifest-negatives-nl-NL.jsonl
32
+ - config_name: negatives-pt-PT
33
+ data_files: manifest-negatives-pt-PT.jsonl
34
  - config_name: community-amelia
35
  data_files: manifest-community-amelia.jsonl
36
  - config_name: community-athena
 
99
  data_files: manifest-synthetic-wakewords-stop.jsonl
100
  - config_name: synthetic-wakewords-wake_up
101
  data_files: manifest-synthetic-wakewords-wake_up.jsonl
102
+ - config_name: tigregotico-acorda-pt
103
+ data_files: manifest-tigregotico-acorda-pt.jsonl
104
+ - config_name: tigregotico-afonsinho-pt
105
+ data_files: manifest-tigregotico-afonsinho-pt.jsonl
106
+ - config_name: tigregotico-alexa
107
+ data_files: manifest-tigregotico-alexa.jsonl
108
+ - config_name: tigregotico-amalia-pt
109
+ data_files: manifest-tigregotico-amalia-pt.jsonl
110
+ - config_name: tigregotico-ambrosio-pt
111
+ data_files: manifest-tigregotico-ambrosio-pt.jsonl
112
+ - config_name: tigregotico-amelia
113
+ data_files: manifest-tigregotico-amelia.jsonl
114
+ - config_name: tigregotico-android
115
+ data_files: manifest-tigregotico-android.jsonl
116
+ - config_name: tigregotico-antonio-pt
117
+ data_files: manifest-tigregotico-antonio-pt.jsonl
118
+ - config_name: tigregotico-apaga_a_luz-pt
119
+ data_files: manifest-tigregotico-apaga_a_luz-pt.jsonl
120
+ - config_name: tigregotico-athena
121
+ data_files: manifest-tigregotico-athena.jsonl
122
+ - config_name: tigregotico-aufwachen-de
123
+ data_files: manifest-tigregotico-aufwachen-de.jsonl
124
+ - config_name: tigregotico-christopher
125
+ data_files: manifest-tigregotico-christopher.jsonl
126
+ - config_name: tigregotico-computer
127
+ data_files: manifest-tigregotico-computer.jsonl
128
+ - config_name: tigregotico-desperta-ca
129
+ data_files: manifest-tigregotico-desperta-ca.jsonl
130
+ - config_name: tigregotico-desperta_ca
131
+ data_files: manifest-tigregotico-desperta_ca.jsonl
132
+ - config_name: tigregotico-despierta-an
133
+ data_files: manifest-tigregotico-despierta-an.jsonl
134
+ - config_name: tigregotico-despierta-es
135
+ data_files: manifest-tigregotico-despierta-es.jsonl
136
+ - config_name: tigregotico-ei_computador-pt
137
+ data_files: manifest-tigregotico-ei_computador-pt.jsonl
138
+ - config_name: tigregotico-ei_jarbas-pt
139
+ data_files: manifest-tigregotico-ei_jarbas-pt.jsonl
140
+ - config_name: tigregotico-elsa-pt
141
+ data_files: manifest-tigregotico-elsa-pt.jsonl
142
+ - config_name: tigregotico-esnatu-eu
143
+ data_files: manifest-tigregotico-esnatu-eu.jsonl
144
+ - config_name: tigregotico-espierta-an
145
+ data_files: manifest-tigregotico-espierta-an.jsonl
146
+ - config_name: tigregotico-evaristo-pt
147
+ data_files: manifest-tigregotico-evaristo-pt.jsonl
148
+ - config_name: tigregotico-ey_ordenador-es
149
+ data_files: manifest-tigregotico-ey_ordenador-es.jsonl
150
+ - config_name: tigregotico-firefox
151
+ data_files: manifest-tigregotico-firefox.jsonl
152
+ - config_name: tigregotico-gervasio-pt
153
+ data_files: manifest-tigregotico-gervasio-pt.jsonl
154
+ - config_name: tigregotico-gloria-pt
155
+ data_files: manifest-tigregotico-gloria-pt.jsonl
156
+ - config_name: tigregotico-hello_nabu
157
+ data_files: manifest-tigregotico-hello_nabu.jsonl
158
+ - config_name: tigregotico-hey_android
159
+ data_files: manifest-tigregotico-hey_android.jsonl
160
+ - config_name: tigregotico-hey_chatterbox
161
+ data_files: manifest-tigregotico-hey_chatterbox.jsonl
162
+ - config_name: tigregotico-hey_christopher
163
+ data_files: manifest-tigregotico-hey_christopher.jsonl
164
+ - config_name: tigregotico-hey_computer
165
+ data_files: manifest-tigregotico-hey_computer.jsonl
166
+ - config_name: tigregotico-hey_eggbert
167
+ data_files: manifest-tigregotico-hey_eggbert.jsonl
168
+ - config_name: tigregotico-hey_firefox
169
+ data_files: manifest-tigregotico-hey_firefox.jsonl
170
+ - config_name: tigregotico-hey_floyd
171
+ data_files: manifest-tigregotico-hey_floyd.jsonl
172
+ - config_name: tigregotico-hey_jarbas
173
+ data_files: manifest-tigregotico-hey_jarbas.jsonl
174
+ - config_name: tigregotico-hey_jarvis
175
+ data_files: manifest-tigregotico-hey_jarvis.jsonl
176
+ - config_name: tigregotico-hey_k9
177
+ data_files: manifest-tigregotico-hey_k9.jsonl
178
+ - config_name: tigregotico-hey_lazarus
179
+ data_files: manifest-tigregotico-hey_lazarus.jsonl
180
+ - config_name: tigregotico-hey_marvin
181
+ data_files: manifest-tigregotico-hey_marvin.jsonl
182
+ - config_name: tigregotico-hey_mike
183
+ data_files: manifest-tigregotico-hey_mike.jsonl
184
+ - config_name: tigregotico-hey_mycroft
185
+ data_files: manifest-tigregotico-hey_mycroft.jsonl
186
+ - config_name: tigregotico-hey_neon
187
+ data_files: manifest-tigregotico-hey_neon.jsonl
188
+ - config_name: tigregotico-hey_potato
189
+ data_files: manifest-tigregotico-hey_potato.jsonl
190
+ - config_name: tigregotico-hey_rhasspy
191
+ data_files: manifest-tigregotico-hey_rhasspy.jsonl
192
+ - config_name: tigregotico-hey_robin
193
+ data_files: manifest-tigregotico-hey_robin.jsonl
194
+ - config_name: tigregotico-hey_scout
195
+ data_files: manifest-tigregotico-hey_scout.jsonl
196
+ - config_name: tigregotico-hey_siri
197
+ data_files: manifest-tigregotico-hey_siri.jsonl
198
+ - config_name: tigregotico-hey_snapdragon
199
+ data_files: manifest-tigregotico-hey_snapdragon.jsonl
200
+ - config_name: tigregotico-hey_ziggy
201
+ data_files: manifest-tigregotico-hey_ziggy.jsonl
202
+ - config_name: tigregotico-hi_galaxy
203
+ data_files: manifest-tigregotico-hi_galaxy.jsonl
204
+ - config_name: tigregotico-hi_lumina
205
+ data_files: manifest-tigregotico-hi_lumina.jsonl
206
+ - config_name: tigregotico-home_assistant
207
+ data_files: manifest-tigregotico-home_assistant.jsonl
208
+ - config_name: tigregotico-jarvis
209
+ data_files: manifest-tigregotico-jarvis.jsonl
210
+ - config_name: tigregotico-joao-pt
211
+ data_files: manifest-tigregotico-joao-pt.jsonl
212
+ - config_name: tigregotico-julio-pt
213
+ data_files: manifest-tigregotico-julio-pt.jsonl
214
+ - config_name: tigregotico-liga_a_luz-pt
215
+ data_files: manifest-tigregotico-liga_a_luz-pt.jsonl
216
+ - config_name: tigregotico-lights_off
217
+ data_files: manifest-tigregotico-lights_off.jsonl
218
+ - config_name: tigregotico-lights_on
219
+ data_files: manifest-tigregotico-lights_on.jsonl
220
+ - config_name: tigregotico-lurdes-pt
221
+ data_files: manifest-tigregotico-lurdes-pt.jsonl
222
+ - config_name: tigregotico-maria-pt
223
+ data_files: manifest-tigregotico-maria-pt.jsonl
224
+ - config_name: tigregotico-marvin
225
+ data_files: manifest-tigregotico-marvin.jsonl
226
+ - config_name: tigregotico-no
227
+ data_files: manifest-tigregotico-no.jsonl
228
+ - config_name: tigregotico-o_computador-pt
229
+ data_files: manifest-tigregotico-o_computador-pt.jsonl
230
+ - config_name: tigregotico-o_flor-pt
231
+ data_files: manifest-tigregotico-o_flor-pt.jsonl
232
+ - config_name: tigregotico-o_ines-pt
233
+ data_files: manifest-tigregotico-o_ines-pt.jsonl
234
+ - config_name: tigregotico-o_jarbas-pt
235
+ data_files: manifest-tigregotico-o_jarbas-pt.jsonl
236
+ - config_name: tigregotico-o_maria-pt
237
+ data_files: manifest-tigregotico-o_maria-pt.jsonl
238
+ - config_name: tigregotico-o_princesa-pt
239
+ data_files: manifest-tigregotico-o_princesa-pt.jsonl
240
+ - config_name: tigregotico-oi_computador-pt
241
+ data_files: manifest-tigregotico-oi_computador-pt.jsonl
242
+ - config_name: tigregotico-oi_jarbas-pt
243
+ data_files: manifest-tigregotico-oi_jarbas-pt.jsonl
244
+ - config_name: tigregotico-ok_nabu
245
+ data_files: manifest-tigregotico-ok_nabu.jsonl
246
+ - config_name: tigregotico-reveille_toi-fr
247
+ data_files: manifest-tigregotico-reveille_toi-fr.jsonl
248
+ - config_name: tigregotico-sheila
249
+ data_files: manifest-tigregotico-sheila.jsonl
250
+ - config_name: tigregotico-snowboy
251
+ data_files: manifest-tigregotico-snowboy.jsonl
252
+ - config_name: tigregotico-stop
253
+ data_files: manifest-tigregotico-stop.jsonl
254
+ - config_name: tigregotico-sveglia-it
255
+ data_files: manifest-tigregotico-sveglia-it.jsonl
256
+ - config_name: tigregotico-vagn_op-da
257
+ data_files: manifest-tigregotico-vagn_op-da.jsonl
258
+ - config_name: tigregotico-view_glass
259
+ data_files: manifest-tigregotico-view_glass.jsonl
260
+ - config_name: tigregotico-voice_assistant
261
+ data_files: manifest-tigregotico-voice_assistant.jsonl
262
+ - config_name: tigregotico-wake_up
263
+ data_files: manifest-tigregotico-wake_up.jsonl
264
+ - config_name: tigregotico-wakker_worden-nl
265
+ data_files: manifest-tigregotico-wakker_worden-nl.jsonl
266
+ - config_name: tigregotico-yes
267
+ data_files: manifest-tigregotico-yes.jsonl
268
  ---
269
 
270
  # OVOS streaming wake-word benchmark
 
274
  manifest gives the time of every real wake word, so a test counts the wake
275
  words it missed and the times it woke with no wake word. The
276
  [OVOS plugin arena](https://github.com/OpenVoiceOS/ovos-plugin-arena) scores
277
+ its `ww_stream` boards from this repo. It also ranks every detector of a
278
+ language on how often per hour it wakes on the negatives of that language.
279
 
280
  ## Layout
281
 
282
  | Path | Contents |
283
  |---|---|
284
+ | `negatives/<language>/<kind>/audio/` | Recordings with no wake word, 30 minutes each |
285
+ | `negatives/shared/<kind>/audio/` | Music and sounds, part of the negatives of every language |
286
  | `<set>/audio/` | One recording per test set: its clips with the phrase, with speech between them |
287
+ | `manifest-negatives-<language>.jsonl` | Every recording with no wake word of a language |
288
+ | `manifest-<set>.jsonl` | The test set's recording, then the negatives of its language |
289
+ | `dropped-utterances.txt` | The source rows left out because their transcript holds a phrase |
290
 
291
  A manifest row has `audio`, `duration_s`, `onsets` and `ends` (seconds),
292
  `sources` (the clip behind each onset), `snr_db` and `level_dbfs`. A
293
+ negative recording has empty `onsets` and a `category`: the kind of audio it holds.
294
+
295
+ ## The audio with no wake word
296
+
297
+ Hours of each kind in the negatives of each language:
298
+
299
+ | Language | read speech | meeting conversation | radio, parliament and talk recordings | music | household and outdoor sounds | speech in other languages | Total |
300
+ |---|---|---|---|---|---|---|---|
301
+ | Aragonese (`an-ES`) | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 5.0 | 7.0 |
302
+ | Catalan (`ca-ES`) | 4.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 7.0 |
303
+ | Danish (`da-DK`) | 4.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 7.0 |
304
+ | German (`de-DE`) | 4.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 7.0 |
305
+ | English (`en-US`) | 6.0 | 4.0 | 4.0 | 2.0 | 2.0 | 2.0 | 20.0 |
306
+ | Spanish (`es-ES`) | 4.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 7.0 |
307
+ | Basque (`eu-ES`) | 3.0 | 0.0 | 1.5 | 1.0 | 1.0 | 1.0 | 7.5 |
308
+ | French (`fr-FR`) | 4.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 7.0 |
309
+ | Italian (`it-IT`) | 4.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 7.0 |
310
+ | Dutch (`nl-NL`) | 4.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 7.0 |
311
+ | Portuguese (`pt-PT`) | 4.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 7.0 |
312
+
313
+ English has its own conversation, broadcast and other-language parts. Every
314
+ other language gets the first hour of the shared music and sounds, and the
315
+ first hour of the English read speech as speech in another language. No open
316
+ Aragonese speech set was found, so the Aragonese negatives hold the Spanish
317
+ speech, counted as speech in another language.
318
+
319
+ | Source | Repo and revision | Split | Licence | Used as | Hours | Rows with a phrase left out |
320
+ |---|---|---|---|---|---|---|
321
+ | LibriSpeech | [openslr/librispeech_asr](https://huggingface.co/datasets/openslr/librispeech_asr) `71cacbfb` | test-clean, test-other | CC BY 4.0 | read speech | 6.00 | 424 |
322
+ | LibriSpeech | [openslr/librispeech_asr](https://huggingface.co/datasets/openslr/librispeech_asr) `71cacbfb` | dev-clean, dev-other | CC BY 4.0 | speech between the wake words | 8.00 | 414 |
323
+ | AMI meetings, distant microphone | [edinburghcstr/ami](https://huggingface.co/datasets/edinburghcstr/ami) `46f28f25` | sdm test | CC BY 4.0 | meeting conversation | 4.00 | 660 |
324
+ | People's Speech | [MLCommons/peoples_speech](https://huggingface.co/datasets/MLCommons/peoples_speech) `f10597c5` | test | CC BY and CC BY-SA | radio, parliament and talk recordings | 2.00 | 519 |
325
+ | VoxPopuli en | [facebook/voxpopuli](https://huggingface.co/datasets/facebook/voxpopuli) `42f01879` | test | CC0 | radio, parliament and talk recordings | 2.00 | 81 |
326
+ | Multilingual LibriSpeech | [facebook/multilingual_librispeech](https://huggingface.co/datasets/facebook/multilingual_librispeech) `2e83e618` | test, de/fr/es/it/nl/pt | CC BY 4.0 | speech in other languages | 2.00 | 1407 |
327
+ | MUSAN music | [corypaik/musan](https://huggingface.co/datasets/corypaik/musan) `76f9882c` | music | CC BY 4.0, per-track terms | music | 2.05 | 0 |
328
+ | MUSAN noise | [corypaik/musan](https://huggingface.co/datasets/corypaik/musan) `76f9882c` | noise | CC BY 4.0, per-clip terms | household and outdoor sounds | 0.83 | 0 |
329
+ | DEMAND | [philgzl/demand](https://huggingface.co/datasets/philgzl/demand) `29f46e61` | 16k | CC BY 4.0 | household and outdoor sounds | 0.40 | 0 |
330
+ | Public-domain sounds of pdsounds.org | [TigreGotico/public_domain_sounds_3secs](https://huggingface.co/datasets/TigreGotico/public_domain_sounds_3secs) `f47136f9` | all | public domain | household and outdoor sounds | 0.40 | 0 |
331
+ | ESC-50 | [TigreGotico/ESC-50](https://huggingface.co/datasets/TigreGotico/ESC-50) `f4368b7d` | all | CC BY-NC 3.0 (non-commercial) | household and outdoor sounds | 0.20 | 0 |
332
+ | FSD50K, clips with no human voice | [Fhrozen/FSD50k](https://huggingface.co/datasets/Fhrozen/FSD50k) `ccf1acaf` | eval | CC0, CC BY or CC BY-NC per clip (non-commercial) | household and outdoor sounds | 0.20 | 0 |
333
+ | Speech-MASSIVE pt-PT | [TigreGotico/speech_MASSIVE_pt-PT](https://huggingface.co/datasets/TigreGotico/speech_MASSIVE_pt-PT) `288e7b5f` | test | CC BY-NC-SA 4.0 (non-commercial) | read speech | 2.50 | 267 |
334
+ | Basque Parliament, Basque segments | [gttsehu/basque_parliament_1](https://huggingface.co/datasets/gttsehu/basque_parliament_1) `46208b30` | test | CC0 | radio, parliament and talk recordings | 1.50 | 2 |
335
+ | FLEURS de_de | [google/fleurs](https://huggingface.co/datasets/google/fleurs) `70bb2e84` | test | CC BY 4.0 | read speech | 2.50 | 2 |
336
+ | FLEURS es_419 | [google/fleurs](https://huggingface.co/datasets/google/fleurs) `70bb2e84` | test | CC BY 4.0 | read speech | 2.30 | 164 |
337
+ | FLEURS it_it | [google/fleurs](https://huggingface.co/datasets/google/fleurs) `70bb2e84` | test | CC BY 4.0 | read speech | 2.51 | 12 |
338
+ | FLEURS ca_es | [google/fleurs](https://huggingface.co/datasets/google/fleurs) `70bb2e84` | test | CC BY 4.0 | read speech | 2.30 | 175 |
339
+ | FLEURS da_dk | [google/fleurs](https://huggingface.co/datasets/google/fleurs) `70bb2e84` | test | CC BY 4.0 | read speech | 2.71 | 0 |
340
+ | FLEURS fr_fr | [google/fleurs](https://huggingface.co/datasets/google/fleurs) `70bb2e84` | test | CC BY 4.0 | read speech | 1.70 | 2 |
341
+ | Common Voice 17 pt | [fsicoli/common_voice_17_0](https://huggingface.co/datasets/fsicoli/common_voice_17_0) `8262c16b` | test | CC0 | read speech | 2.50 | 625 |
342
+ | Common Voice 17 de | [fsicoli/common_voice_17_0](https://huggingface.co/datasets/fsicoli/common_voice_17_0) `8262c16b` | test | CC0 | read speech | 2.50 | 50 |
343
+ | Common Voice 17 es | [fsicoli/common_voice_17_0](https://huggingface.co/datasets/fsicoli/common_voice_17_0) `8262c16b` | test | CC0 | read speech | 2.70 | 928 |
344
+ | Common Voice 17 it | [fsicoli/common_voice_17_0](https://huggingface.co/datasets/fsicoli/common_voice_17_0) `8262c16b` | test | CC0 | read speech | 2.50 | 148 |
345
+ | Common Voice 17 nl | [fsicoli/common_voice_17_0](https://huggingface.co/datasets/fsicoli/common_voice_17_0) `8262c16b` | test | CC0 | read speech | 5.00 | 18 |
346
+ | Common Voice 17 ca | [fsicoli/common_voice_17_0](https://huggingface.co/datasets/fsicoli/common_voice_17_0) `8262c16b` | test | CC0 | read speech | 2.70 | 1186 |
347
+ | Common Voice 17 da | [fsicoli/common_voice_17_0](https://huggingface.co/datasets/fsicoli/common_voice_17_0) `8262c16b` | test | CC0 | read speech | 2.30 | 4 |
348
+ | Common Voice 17 eu | [fsicoli/common_voice_17_0](https://huggingface.co/datasets/fsicoli/common_voice_17_0) `8262c16b` | test | CC0 | read speech | 4.00 | 18 |
349
+ | Common Voice 17 fr | [fsicoli/common_voice_17_0](https://huggingface.co/datasets/fsicoli/common_voice_17_0) `8262c16b` | test | CC0 | read speech | 3.30 | 34 |
350
+
351
+ Each recording keeps the licence of its sources. A source marked
352
+ non-commercial holds clips that must not be used commercially. The other
353
+ sources are open for any use under their licence.
354
+
355
+ These sources stay out:
356
+
357
+ - **Sound-alike and near-miss sets** (`not-wake-words-soundalikes-*`,
358
+ `near-miss-wakewords`, `OpenVoiceOS/wake_word_noise`). They are made to be
359
+ hard, so a rate on them does not say how often a detector wakes in a home.
360
+ - **Sources a fighter trained on**: `TigreGotico/not-wake-words-speech-en`,
361
+ AudioSet, LibriSpeech train, and the train splits of Common Voice and FLEURS.
362
+ Only the test splits of Common Voice and FLEURS are used.
363
+ - **Sources with no known licence**: `TigreGotico/ambient_noises` and
364
+ `TigreGotico/building_106_kitchen_3secs`.
365
+ - **`TigreGotico/NAR`**: it is for research use only, and it holds the word "stop".
366
 
367
  ## How it is made
368
 
369
+ - **No phrase in the speech**: a row whose transcript holds any of the
370
+ 109 phrases of the arena's wake-word test sets and fighters, as whole
371
+ words, with case and accents ignored, is left out. That removes 7140 rows, named in
372
+ `dropped-utterances.txt`. Music and sounds have no transcript and are not filtered.
373
+ FSD50K clips with a human-voice label are left out.
374
+ - **Speech between the wake words**: LibriSpeech `dev-clean` and `dev-other` for
375
+ English. For another language, 1 hour of its own speech that its
376
+ negatives do not use.
 
 
377
  - **Wake words**: up to 400 clips with the phrase from each test
378
  set, picked evenly across the set. Silence before and after each clip is cut,
379
  so its onset is where the phrase starts. Each clip is set 5 to 15 dB above the
 
383
  `python3 scripts/publish_ww_stream_bench.py --work <folder> --seed 0` in
384
  the arena.
385
 
386
+ | Test set | Phrase | Language | Source | Licence | Clips | Hours |
387
+ |---|---|---|---|---|---|---|
388
+ | `community-amelia` | `amelia` | en-US | [OpenVoiceOS/ovos-community-wakewords-dataset](https://huggingface.co/datasets/OpenVoiceOS/ovos-community-wakewords-dataset) `1a3ad631` | CC-BY-4.0 | 223 of 223 | 0.46 |
389
+ | `community-athena` | `athena` | en-US | [OpenVoiceOS/ovos-community-wakewords-dataset](https://huggingface.co/datasets/OpenVoiceOS/ovos-community-wakewords-dataset) `1a3ad631` | CC-BY-4.0 | 400 of 482 | 0.85 |
390
+ | `community-computer` | `computer` | en-US | [OpenVoiceOS/ovos-community-wakewords-dataset](https://huggingface.co/datasets/OpenVoiceOS/ovos-community-wakewords-dataset) `1a3ad631` | CC-BY-4.0 | 400 of 470 | 1.03 |
391
+ | `community-ey-ordenador` | `ey_ordenador` | es-ES | [OpenVoiceOS/ovos-community-wakewords-dataset](https://huggingface.co/datasets/OpenVoiceOS/ovos-community-wakewords-dataset) `1a3ad631` | CC-BY-4.0 | 48 of 48 | 0.12 |
392
+ | `community-hey-chatterbox` | `hey_chatterbox` | en-US | [OpenVoiceOS/ovos-community-wakewords-dataset](https://huggingface.co/datasets/OpenVoiceOS/ovos-community-wakewords-dataset) `1a3ad631` | CC-BY-4.0 | 116 of 116 | 0.24 |
393
+ | `community-hey-floyd` | `hey_floyd` | en-US | [OpenVoiceOS/ovos-community-wakewords-dataset](https://huggingface.co/datasets/OpenVoiceOS/ovos-community-wakewords-dataset) `1a3ad631` | CC-BY-4.0 | 96 of 96 | 0.21 |
394
+ | `community-hey-k9` | `hey_k9` | en-US | [OpenVoiceOS/ovos-community-wakewords-dataset](https://huggingface.co/datasets/OpenVoiceOS/ovos-community-wakewords-dataset) `1a3ad631` | CC-BY-4.0 | 46 of 46 | 0.11 |
395
+ | `community-hey-savant` | `hey_savant` | en-US | [OpenVoiceOS/ovos-community-wakewords-dataset](https://huggingface.co/datasets/OpenVoiceOS/ovos-community-wakewords-dataset) `1a3ad631` | CC-BY-4.0 | 115 of 115 | 0.26 |
396
+ | `community-hey-scout` | `hey_scout` | en-US | [OpenVoiceOS/ovos-community-wakewords-dataset](https://huggingface.co/datasets/OpenVoiceOS/ovos-community-wakewords-dataset) `1a3ad631` | CC-BY-4.0 | 34 of 34 | 0.07 |
397
+ | `community-hey-ziggy` | `hey_ziggy` | en-US | [OpenVoiceOS/ovos-community-wakewords-dataset](https://huggingface.co/datasets/OpenVoiceOS/ovos-community-wakewords-dataset) `1a3ad631` | CC-BY-4.0 | 26 of 26 | 0.06 |
398
+ | `picovoice-alexa` | `alexa` | en-US | [Picovoice/wake-word-benchmark](https://huggingface.co/datasets/Picovoice/wake-word-benchmark) `f047dd73` | apache-2.0 | 329 of 329 | 0.70 |
399
+ | `picovoice-computer` | `computer` | en-US | [Picovoice/wake-word-benchmark](https://huggingface.co/datasets/Picovoice/wake-word-benchmark) `f047dd73` | apache-2.0 | 400 of 411 | 0.78 |
400
+ | `picovoice-jarvis` | `jarvis` | en-US | [Picovoice/wake-word-benchmark](https://huggingface.co/datasets/Picovoice/wake-word-benchmark) `f047dd73` | apache-2.0 | 384 of 384 | 0.74 |
401
+ | `picovoice-smart-mirror` | `smart mirror` | en-US | [Picovoice/wake-word-benchmark](https://huggingface.co/datasets/Picovoice/wake-word-benchmark) `f047dd73` | apache-2.0 | 369 of 369 | 0.74 |
402
+ | `picovoice-snowboy` | `snowboy` | en-US | [Picovoice/wake-word-benchmark](https://huggingface.co/datasets/Picovoice/wake-word-benchmark) `f047dd73` | apache-2.0 | 400 of 401 | 0.78 |
403
+ | `picovoice-view-glass` | `view glass` | en-US | [Picovoice/wake-word-benchmark](https://huggingface.co/datasets/Picovoice/wake-word-benchmark) `f047dd73` | apache-2.0 | 399 of 399 | 0.81 |
404
+ | `sam-wake-word` | `sam` | en-US | [quo-labs/sam-wake-word](https://huggingface.co/datasets/quo-labs/sam-wake-word) `d5398f06` | mit | 399 of 1021 | 0.74 |
405
+ | `synthetic-wakewords-alexa` | `alexa` | en-US | [OpenVoiceOS/synthetic-wakewords](https://huggingface.co/datasets/OpenVoiceOS/synthetic-wakewords) `73211e16` | apache-2.0 | 400 of 2224 | 0.74 |
406
+ | `synthetic-wakewords-amelia` | `amelia` | en-US | [OpenVoiceOS/synthetic-wakewords](https://huggingface.co/datasets/OpenVoiceOS/synthetic-wakewords) `73211e16` | apache-2.0 | 400 of 2224 | 0.74 |
407
+ | `synthetic-wakewords-android` | `android` | en-US | [OpenVoiceOS/synthetic-wakewords](https://huggingface.co/datasets/OpenVoiceOS/synthetic-wakewords) `73211e16` | apache-2.0 | 400 of 2224 | 0.74 |
408
+ | `synthetic-wakewords-athena` | `athena` | en-US | [OpenVoiceOS/synthetic-wakewords](https://huggingface.co/datasets/OpenVoiceOS/synthetic-wakewords) `73211e16` | apache-2.0 | 400 of 2224 | 0.72 |
409
+ | `synthetic-wakewords-hey_andromeda` | `hey_andromeda` | en-US | [OpenVoiceOS/synthetic-wakewords](https://huggingface.co/datasets/OpenVoiceOS/synthetic-wakewords) `73211e16` | apache-2.0 | 400 of 2226 | 0.78 |
410
+ | `synthetic-wakewords-hey_chatterbox` | `hey_chatterbox` | en-US | [OpenVoiceOS/synthetic-wakewords](https://huggingface.co/datasets/OpenVoiceOS/synthetic-wakewords) `73211e16` | apache-2.0 | 400 of 2226 | 0.78 |
411
+ | `synthetic-wakewords-hey_computer` | `hey_computer` | en-US | [OpenVoiceOS/synthetic-wakewords](https://huggingface.co/datasets/OpenVoiceOS/synthetic-wakewords) `73211e16` | apache-2.0 | 400 of 2223 | 0.76 |
412
+ | `synthetic-wakewords-hey_eggbert` | `hey_eggbert` | en-US | [OpenVoiceOS/synthetic-wakewords](https://huggingface.co/datasets/OpenVoiceOS/synthetic-wakewords) `73211e16` | apache-2.0 | 400 of 2224 | 0.75 |
413
+ | `synthetic-wakewords-hey_floyd` | `hey_floyd` | en-US | [OpenVoiceOS/synthetic-wakewords](https://huggingface.co/datasets/OpenVoiceOS/synthetic-wakewords) `73211e16` | apache-2.0 | 400 of 2221 | 0.75 |
414
+ | `synthetic-wakewords-hey_jarvis` | `hey_jarvis` | en-US | [OpenVoiceOS/synthetic-wakewords](https://huggingface.co/datasets/OpenVoiceOS/synthetic-wakewords) `73211e16` | apache-2.0 | 400 of 2225 | 0.77 |
415
+ | `synthetic-wakewords-hey_marvin` | `hey_marvin` | en-US | [OpenVoiceOS/synthetic-wakewords](https://huggingface.co/datasets/OpenVoiceOS/synthetic-wakewords) `73211e16` | apache-2.0 | 400 of 2098 | 0.75 |
416
+ | `synthetic-wakewords-hey_mycroft` | `hey_mycroft` | en-US | [OpenVoiceOS/synthetic-wakewords](https://huggingface.co/datasets/OpenVoiceOS/synthetic-wakewords) `73211e16` | apache-2.0 | 400 of 2226 | 0.76 |
417
+ | `synthetic-wakewords-hey_neon` | `hey_neon` | en-US | [OpenVoiceOS/synthetic-wakewords](https://huggingface.co/datasets/OpenVoiceOS/synthetic-wakewords) `73211e16` | apache-2.0 | 400 of 2225 | 0.75 |
418
+ | `synthetic-wakewords-hey_robin` | `hey_robin` | en-US | [OpenVoiceOS/synthetic-wakewords](https://huggingface.co/datasets/OpenVoiceOS/synthetic-wakewords) `73211e16` | apache-2.0 | 400 of 2226 | 0.75 |
419
+ | `synthetic-wakewords-hey_ziggy` | `hey_ziggy` | en-US | [OpenVoiceOS/synthetic-wakewords](https://huggingface.co/datasets/OpenVoiceOS/synthetic-wakewords) `73211e16` | apache-2.0 | 400 of 2221 | 0.75 |
420
+ | `synthetic-wakewords-stop` | `stop` | en-US | [OpenVoiceOS/synthetic-wakewords](https://huggingface.co/datasets/OpenVoiceOS/synthetic-wakewords) `73211e16` | apache-2.0 | 400 of 2221 | 0.72 |
421
+ | `synthetic-wakewords-wake_up` | `wake_up` | en-US | [OpenVoiceOS/synthetic-wakewords](https://huggingface.co/datasets/OpenVoiceOS/synthetic-wakewords) `73211e16` | apache-2.0 | 400 of 2226 | 0.73 |
422
+ | `tigregotico-acorda-pt` | `acorda` | pt-PT | [TigreGotico/synthetic-wakeword-acorda](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-acorda) `185c2288` | cc-by-4.0 | 360 of 360 | 0.68 |
423
+ | `tigregotico-afonsinho-pt` | `afonsinho` | pt-PT | [TigreGotico/synthetic-wakeword-afonsinho](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-afonsinho) `23be7866` | cc-by-4.0 | 400 of 1830 | 0.77 |
424
+ | `tigregotico-alexa` | `alexa` | en-US | [TigreGotico/synthetic-wakeword-alexa](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-alexa) `3426bd3f` | cc-by-4.0 | 400 of 9076 | 0.74 |
425
+ | `tigregotico-amalia-pt` | `amalia` | pt-PT | [TigreGotico/synthetic-wakeword-amalia](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-amalia) `eb290457` | cc-by-4.0 | 117 of 117 | 0.22 |
426
+ | `tigregotico-ambrosio-pt` | `ambrosio` | pt-PT | [TigreGotico/synthetic-wakeword-ambrosio](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-ambrosio) `05f52fef` | cc-by-4.0 | 400 of 1116 | 0.77 |
427
+ | `tigregotico-amelia` | `amelia` | en-US | [TigreGotico/synthetic-wakeword-amelia](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-amelia) `e1d9ca19` | cc-by-4.0 | 400 of 1000 | 0.75 |
428
+ | `tigregotico-android` | `android` | en-US | [TigreGotico/synthetic-wakeword-android](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-android) `9d293a50` | cc-by-4.0 | 400 of 695 | 0.75 |
429
+ | `tigregotico-antonio-pt` | `antonio` | pt-PT | [TigreGotico/synthetic-wakeword-antonio](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-antonio) `abc0e62a` | cc-by-4.0 | 133 of 133 | 0.25 |
430
+ | `tigregotico-apaga_a_luz-pt` | `apaga_a_luz` | pt-PT | [TigreGotico/synthetic-wakeword-apaga_a_luz](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-apaga_a_luz) `40b7cc3c` | cc-by-4.0 | 80 of 80 | 0.16 |
431
+ | `tigregotico-athena` | `athena` | en-US | [TigreGotico/synthetic-wakeword-athena](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-athena) `5768d6c5` | cc-by-4.0 | 400 of 3235 | 0.73 |
432
+ | `tigregotico-aufwachen-de` | `aufwachen` | de-DE | [TigreGotico/synthetic-wakeword-aufwachen](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-aufwachen) `e42cbe75` | cc-by-4.0 | 390 of 390 | 0.75 |
433
+ | `tigregotico-christopher` | `christopher` | en-US | [TigreGotico/synthetic-wakeword-christopher](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-christopher) `db12eed1` | cc-by-4.0 | 147 of 147 | 0.27 |
434
+ | `tigregotico-computer` | `computer` | en-US | [TigreGotico/synthetic-wakeword-computer](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-computer) `eef6ff0c` | cc-by-4.0 | 400 of 16487 | 0.74 |
435
+ | `tigregotico-desperta-ca` | `desperta` | ca-ES | [TigreGotico/synthetic-wakeword-desperta](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-desperta) `a03e094f` | cc-by-4.0 | 390 of 390 | 0.74 |
436
+ | `tigregotico-desperta_ca` | `desperta` | ca-ES | [TigreGotico/synthetic-wakeword-desperta_ca](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-desperta_ca) `985495d5` | cc-by-4.0 | 179 of 179 | 0.33 |
437
+ | `tigregotico-despierta-an` | `despierta` | an-ES | [TigreGotico/synthetic-wakeword-despierta](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-despierta) `ca54d284` | cc-by-4.0 | 267 of 267 | 0.51 |
438
+ | `tigregotico-despierta-es` | `despierta` | es-ES | [TigreGotico/synthetic-wakeword-despierta](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-despierta) `ca54d284` | cc-by-4.0 | 370 of 370 | 0.70 |
439
+ | `tigregotico-ei_computador-pt` | `ei_computador` | pt-PT | [TigreGotico/synthetic-wakeword-computador](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-computador) `d825d1ae` | cc-by-4.0 | 80 of 80 | 0.15 |
440
+ | `tigregotico-ei_jarbas-pt` | `ei_jarbas` | pt-PT | [TigreGotico/synthetic-wakeword-jarbas](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-jarbas) `1d75ca8e` | cc-by-4.0 | 80 of 80 | 0.15 |
441
+ | `tigregotico-elsa-pt` | `elsa` | pt-PT | [TigreGotico/synthetic-wakeword-elsa](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-elsa) `15af7c2d` | cc-by-4.0 | 40 of 40 | 0.07 |
442
+ | `tigregotico-esnatu-eu` | `esnatu` | eu-ES | [TigreGotico/synthetic-wakeword-esnatu](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-esnatu) `84ae1fba` | cc-by-4.0 | 291 of 291 | 0.58 |
443
+ | `tigregotico-espierta-an` | `espierta` | an-ES | [TigreGotico/synthetic-wakeword-espierta](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-espierta) `3e99b56a` | cc-by-4.0 | 123 of 123 | 0.23 |
444
+ | `tigregotico-evaristo-pt` | `evaristo` | pt-PT | [TigreGotico/synthetic-wakeword-evaristo](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-evaristo) `e9900f72` | cc-by-4.0 | 218 of 218 | 0.42 |
445
+ | `tigregotico-ey_ordenador-es` | `ey_ordenador` | es-ES | [TigreGotico/synthetic-wakeword-ey_ordenador](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-ey_ordenador) `9a9a9e01` | cc-by-4.0 | 400 of 587 | 0.77 |
446
+ | `tigregotico-firefox` | `firefox` | en-US | [TigreGotico/synthetic-wakeword-firefox](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-firefox) `a7d20f6d` | cc-by-4.0 | 400 of 865 | 0.78 |
447
+ | `tigregotico-gervasio-pt` | `gervasio` | pt-PT | [TigreGotico/synthetic-wakeword-gervasio](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-gervasio) `74e5ff73` | cc-by-4.0 | 300 of 300 | 0.57 |
448
+ | `tigregotico-gloria-pt` | `gloria` | pt-PT | [TigreGotico/synthetic-wakeword-gloria](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-gloria) `e616275d` | cc-by-4.0 | 400 of 633 | 0.74 |
449
+ | `tigregotico-hello_nabu` | `hello_nabu` | en-US | [TigreGotico/synthetic-wakeword-hello_nabu](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-hello_nabu) `4aa7e353` | cc-by-4.0 | 400 of 11100 | 0.76 |
450
+ | `tigregotico-hey_android` | `hey_android` | en-US | [TigreGotico/synthetic-wakeword-hey_android](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-hey_android) `1560e157` | cc-by-4.0 | 400 of 1952 | 0.79 |
451
+ | `tigregotico-hey_chatterbox` | `hey_chatterbox` | en-US | [TigreGotico/synthetic-wakeword-hey_chatterbox](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-hey_chatterbox) `74b7355b` | cc-by-4.0 | 400 of 1888 | 0.79 |
452
+ | `tigregotico-hey_christopher` | `hey_christopher` | en-US | [TigreGotico/synthetic-wakeword-hey_christopher](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-hey_christopher) `6f2718b0` | cc-by-4.0 | 168 of 168 | 0.33 |
453
+ | `tigregotico-hey_computer` | `hey_computer` | en-US | [TigreGotico/synthetic-wakeword-hey_computer](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-hey_computer) `3c3c6e1d` | cc-by-4.0 | 400 of 14092 | 0.76 |
454
+ | `tigregotico-hey_eggbert` | `hey_eggbert` | en-US | [TigreGotico/synthetic-wakeword-hey_eggbert](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-hey_eggbert) `5365931e` | cc-by-4.0 | 101 of 101 | 0.19 |
455
+ | `tigregotico-hey_firefox` | `hey_firefox` | en-US | [TigreGotico/synthetic-wakeword-hey_firefox](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-hey_firefox) `dfb510ac` | cc-by-4.0 | 400 of 975 | 0.79 |
456
+ | `tigregotico-hey_floyd` | `hey_floyd` | en-US | [TigreGotico/synthetic-wakeword-hey_floyd](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-hey_floyd) `c3c3d933` | cc-by-4.0 | 400 of 1767 | 0.77 |
457
+ | `tigregotico-hey_jarbas` | `hey_jarbas` | en-US | [TigreGotico/synthetic-wakeword-hey_jarbas](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-hey_jarbas) `4d2f80eb` | cc-by-4.0 | 266 of 266 | 0.51 |
458
+ | `tigregotico-hey_jarvis` | `hey_jarvis` | en-US | [TigreGotico/synthetic-wakeword-hey_jarvis](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-hey_jarvis) `5783361d` | cc-by-4.0 | 400 of 12900 | 0.76 |
459
+ | `tigregotico-hey_k9` | `hey_k9` | en-US | [TigreGotico/synthetic-wakeword-hey_k9](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-hey_k9) `a0c191f4` | cc-by-4.0 | 400 of 581 | 0.78 |
460
+ | `tigregotico-hey_lazarus` | `hey_lazarus` | en-US | [TigreGotico/synthetic-wakeword-hey_lazarus](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-hey_lazarus) `2df68e7c` | cc-by-4.0 | 100 of 100 | 0.19 |
461
+ | `tigregotico-hey_marvin` | `hey_marvin` | en-US | [TigreGotico/synthetic-wakeword-hey_marvin](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-hey_marvin) `62004493` | cc-by-4.0 | 400 of 482 | 0.76 |
462
+ | `tigregotico-hey_mike` | `hey_mike` | en-US | [TigreGotico/synthetic-wakeword-hey_mike](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-hey_mike) `878e296a` | cc-by-4.0 | 100 of 100 | 0.19 |
463
+ | `tigregotico-hey_mycroft` | `hey_mycroft` | en-US | [TigreGotico/synthetic-wakeword-hey_mycroft](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-hey_mycroft) `026ecd10` | cc-by-4.0 | 400 of 24614 | 0.78 |
464
+ | `tigregotico-hey_neon` | `hey_neon` | en-US | [TigreGotico/synthetic-wakeword-hey_neon](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-hey_neon) `cf3c6016` | cc-by-4.0 | 400 of 899 | 0.75 |
465
+ | `tigregotico-hey_potato` | `hey_potato` | en-US | [TigreGotico/synthetic-wakeword-hey_potato](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-hey_potato) `b669d0c5` | cc-by-4.0 | 400 of 3514 | 0.76 |
466
+ | `tigregotico-hey_rhasspy` | `hey_rhasspy` | en-US | [TigreGotico/synthetic-wakeword-hey_rhasspy](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-hey_rhasspy) `ebf720d5` | cc-by-4.0 | 400 of 1676 | 0.77 |
467
+ | `tigregotico-hey_robin` | `hey_robin` | en-US | [TigreGotico/synthetic-wakeword-hey_robin](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-hey_robin) `3281ed8e` | cc-by-4.0 | 400 of 21731 | 0.75 |
468
+ | `tigregotico-hey_scout` | `hey_scout` | en-US | [TigreGotico/synthetic-wakeword-hey_scout](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-hey_scout) `d99db22a` | cc-by-4.0 | 400 of 648 | 0.76 |
469
+ | `tigregotico-hey_siri` | `hey_siri` | en-US | [TigreGotico/synthetic-wakeword-hey_siri](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-hey_siri) `17ad73df` | cc-by-4.0 | 296 of 296 | 0.55 |
470
+ | `tigregotico-hey_snapdragon` | `hey_snapdragon` | en-US | [TigreGotico/synthetic-wakeword-hey_snapdragon](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-hey_snapdragon) `f6f4f272` | cc-by-4.0 | 400 of 1000 | 0.79 |
471
+ | `tigregotico-hey_ziggy` | `hey_ziggy` | en-US | [TigreGotico/synthetic-wakeword-hey_ziggy](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-hey_ziggy) `41c0124e` | cc-by-4.0 | 400 of 809 | 0.75 |
472
+ | `tigregotico-hi_galaxy` | `hi_galaxy` | en-US | [TigreGotico/synthetic-wakeword-hi_galaxy](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-hi_galaxy) `895e8ee5` | cc-by-4.0 | 400 of 2309 | 0.78 |
473
+ | `tigregotico-hi_lumina` | `hi_lumina` | en-US | [TigreGotico/synthetic-wakeword-hi_lumina](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-hi_lumina) `83b8f98e` | cc-by-4.0 | 400 of 1000 | 0.76 |
474
+ | `tigregotico-home_assistant` | `home_assistant` | en-US | [TigreGotico/synthetic-wakeword-home_assistant](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-home_assistant) `e89416c9` | cc-by-4.0 | 400 of 10304 | 0.76 |
475
+ | `tigregotico-jarvis` | `jarvis` | en-US | [TigreGotico/synthetic-wakeword-jarvis](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-jarvis) `c4365e23` | cc-by-4.0 | 400 of 10924 | 0.74 |
476
+ | `tigregotico-joao-pt` | `joao` | pt-PT | [TigreGotico/synthetic-wakeword-joao](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-joao) `f6557ba5` | cc-by-4.0 | 40 of 40 | 0.07 |
477
+ | `tigregotico-julio-pt` | `julio` | pt-PT | [TigreGotico/synthetic-wakeword-julio](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-julio) `49745816` | cc-by-4.0 | 40 of 40 | 0.08 |
478
+ | `tigregotico-liga_a_luz-pt` | `liga_a_luz` | pt-PT | [TigreGotico/synthetic-wakeword-liga_a_luz](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-liga_a_luz) `a48e306d` | cc-by-4.0 | 80 of 80 | 0.15 |
479
+ | `tigregotico-lights_off` | `lights_off` | en-US | [TigreGotico/synthetic-wakeword-lights_off](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-lights_off) `3b4b93ee` | cc-by-4.0 | 168 of 168 | 0.32 |
480
+ | `tigregotico-lights_on` | `lights_on` | en-US | [TigreGotico/synthetic-wakeword-lights_on](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-lights_on) `fdd1883e` | cc-by-4.0 | 168 of 168 | 0.32 |
481
+ | `tigregotico-lurdes-pt` | `lurdes` | pt-PT | [TigreGotico/synthetic-wakeword-lurdes](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-lurdes) `23e60547` | cc-by-4.0 | 40 of 40 | 0.08 |
482
+ | `tigregotico-maria-pt` | `maria` | pt-PT | [TigreGotico/synthetic-wakeword-maria](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-maria) `896e11b8` | cc-by-4.0 | 43 of 43 | 0.08 |
483
+ | `tigregotico-marvin` | `marvin` | en-US | [TigreGotico/synthetic-wakeword-marvin](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-marvin) `19c1fdec` | cc-by-4.0 | 400 of 3844 | 0.73 |
484
+ | `tigregotico-no` | `no` | en-US | [TigreGotico/synthetic-wakeword-no](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-no) `0d55eb31` | cc-by-4.0 | 400 of 920 | 0.72 |
485
+ | `tigregotico-o_computador-pt` | `o_computador` | pt-PT | [TigreGotico/synthetic-wakeword-computador](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-computador) `d825d1ae` | cc-by-4.0 | 80 of 80 | 0.15 |
486
+ | `tigregotico-o_flor-pt` | `o_flor` | pt-PT | [TigreGotico/synthetic-wakeword-o_flor](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-o_flor) `d1e265b5` | cc-by-4.0 | 80 of 80 | 0.15 |
487
+ | `tigregotico-o_ines-pt` | `o_ines` | pt-PT | [TigreGotico/synthetic-wakeword-o_ines](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-o_ines) `2b0a9232` | cc-by-4.0 | 80 of 80 | 0.15 |
488
+ | `tigregotico-o_jarbas-pt` | `o_jarbas` | pt-PT | [TigreGotico/synthetic-wakeword-jarbas](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-jarbas) `1d75ca8e` | cc-by-4.0 | 80 of 80 | 0.15 |
489
+ | `tigregotico-o_maria-pt` | `o_maria` | pt-PT | [TigreGotico/synthetic-wakeword-o_maria](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-o_maria) `66f88760` | cc-by-4.0 | 80 of 80 | 0.15 |
490
+ | `tigregotico-o_princesa-pt` | `o_princesa` | pt-PT | [TigreGotico/synthetic-wakeword-o_princesa](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-o_princesa) `e9216aa6` | cc-by-4.0 | 80 of 80 | 0.15 |
491
+ | `tigregotico-oi_computador-pt` | `oi_computador` | pt-PT | [TigreGotico/synthetic-wakeword-computador](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-computador) `d825d1ae` | cc-by-4.0 | 80 of 80 | 0.15 |
492
+ | `tigregotico-oi_jarbas-pt` | `oi_jarbas` | pt-PT | [TigreGotico/synthetic-wakeword-jarbas](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-jarbas) `1d75ca8e` | cc-by-4.0 | 80 of 80 | 0.15 |
493
+ | `tigregotico-ok_nabu` | `okay_nabu` | en-US | [TigreGotico/synthetic-wakeword-ok_nabu](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-ok_nabu) `ccec0206` | cc-by-4.0 | 400 of 16149 | 0.78 |
494
+ | `tigregotico-reveille_toi-fr` | `reveille_toi` | fr-FR | [TigreGotico/synthetic-wakeword-reveille_toi](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-reveille_toi) `056b6302` | cc-by-4.0 | 77 of 77 | 0.14 |
495
+ | `tigregotico-sheila` | `sheila` | en-US | [TigreGotico/synthetic-wakeword-sheila](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-sheila) `6e900aaa` | cc-by-4.0 | 400 of 3284 | 0.73 |
496
+ | `tigregotico-snowboy` | `snowboy` | en-US | [TigreGotico/synthetic-wakeword-snowboy](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-snowboy) `05894d18` | cc-by-4.0 | 400 of 1000 | 0.76 |
497
+ | `tigregotico-stop` | `stop` | en-US | [TigreGotico/synthetic-wakeword-stop](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-stop) `0cfddb2d` | cc-by-4.0 | 400 of 2670 | 0.72 |
498
+ | `tigregotico-sveglia-it` | `sveglia` | it-IT | [TigreGotico/synthetic-wakeword-sveglia](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-sveglia) `e2f0b628` | cc-by-4.0 | 222 of 222 | 0.42 |
499
+ | `tigregotico-vagn_op-da` | `vagn_op` | da-DK | [TigreGotico/synthetic-wakeword-vagn_op](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-vagn_op) `53d0dc1b` | cc-by-4.0 | 264 of 264 | 0.49 |
500
+ | `tigregotico-view_glass` | `view_glass` | en-US | [TigreGotico/synthetic-wakeword-view_glass](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-view_glass) `26dea652` | cc-by-4.0 | 400 of 1000 | 0.76 |
501
+ | `tigregotico-voice_assistant` | `voice_assistant` | en-US | [TigreGotico/synthetic-wakeword-voice_assistant](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-voice_assistant) `834b30bb` | cc-by-4.0 | 400 of 10431 | 0.78 |
502
+ | `tigregotico-wake_up` | `wake_up` | en-US | [TigreGotico/synthetic-wakeword-wake_up](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-wake_up) `06d453fc` | cc-by-4.0 | 400 of 22335 | 0.73 |
503
+ | `tigregotico-wakker_worden-nl` | `wakker_worden` | nl-NL | [TigreGotico/synthetic-wakeword-wakker_worden](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-wakker_worden) `eb5d7adb` | cc-by-4.0 | 390 of 390 | 0.76 |
504
+ | `tigregotico-yes` | `yes` | en-US | [TigreGotico/synthetic-wakeword-yes](https://huggingface.co/datasets/TigreGotico/synthetic-wakeword-yes) `ee433a8f` | cc-by-4.0 | 400 of 1000 | 0.74 |
505
 
506
  These clips hold no sound and are left out: `positive/positive_00440.wav` of `sam-wake-word`.
507
 
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17
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23
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24
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26
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27
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28
+ {"audio": "negatives/en-US/broadcast/audio/ww_stream_00006.flac", "category": "broadcast", "duration_s": 1800.0, "end_samples": [], "ends": [], "level_dbfs": [], "onset_samples": [], "onsets": [], "snr_db": [], "sources": [], "spoken_s": []}
29
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30
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manifest-negatives-da-DK.jsonl ADDED
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manifest-negatives-de-DE.jsonl ADDED
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manifest-negatives-en-US.jsonl ADDED
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manifest-negatives-es-ES.jsonl ADDED
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+ {"audio": "negatives/es-ES/read_speech/audio/ww_stream_00000.flac", "category": "read_speech", "duration_s": 1800.0, "end_samples": [], "ends": [], "level_dbfs": [], "onset_samples": [], "onsets": [], "snr_db": [], "sources": [], "spoken_s": []}
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manifest-negatives-eu-ES.jsonl ADDED
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manifest-negatives-fr-FR.jsonl ADDED
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manifest-negatives-it-IT.jsonl ADDED
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1
+ {"audio": "negatives/it-IT/read_speech/audio/ww_stream_00000.flac", "category": "read_speech", "duration_s": 1800.0, "end_samples": [], "ends": [], "level_dbfs": [], "onset_samples": [], "onsets": [], "snr_db": [], "sources": [], "spoken_s": []}
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11
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12
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13
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14
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15
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16
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17
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18
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19
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20
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21
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22
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23
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24
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25
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26
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27
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28
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29
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30
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31
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32
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33
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34
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35
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6
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7
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8
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9
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10
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11
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12
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13
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14
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15
+ {"audio": "negatives/en-US/conversation/audio/ww_stream_00001.flac", "category": "conversation", "duration_s": 1800.0, "end_samples": [], "ends": [], "level_dbfs": [], "onset_samples": [], "onsets": [], "snr_db": [], "sources": [], "spoken_s": []}
16
+ {"audio": "negatives/en-US/conversation/audio/ww_stream_00002.flac", "category": "conversation", "duration_s": 1800.0, "end_samples": [], "ends": [], "level_dbfs": [], "onset_samples": [], "onsets": [], "snr_db": [], "sources": [], "spoken_s": []}
17
+ {"audio": "negatives/en-US/conversation/audio/ww_stream_00003.flac", "category": "conversation", "duration_s": 1800.0, "end_samples": [], "ends": [], "level_dbfs": [], "onset_samples": [], "onsets": [], "snr_db": [], "sources": [], "spoken_s": []}
18
+ {"audio": "negatives/en-US/conversation/audio/ww_stream_00004.flac", "category": "conversation", "duration_s": 1800.0, "end_samples": [], "ends": [], "level_dbfs": [], "onset_samples": [], "onsets": [], "snr_db": [], "sources": [], "spoken_s": []}
19
+ {"audio": "negatives/en-US/conversation/audio/ww_stream_00005.flac", "category": "conversation", "duration_s": 1800.0, "end_samples": [], "ends": [], "level_dbfs": [], "onset_samples": [], "onsets": [], "snr_db": [], "sources": [], "spoken_s": []}
20
+ {"audio": "negatives/en-US/conversation/audio/ww_stream_00006.flac", "category": "conversation", "duration_s": 1800.0, "end_samples": [], "ends": [], "level_dbfs": [], "onset_samples": [], "onsets": [], "snr_db": [], "sources": [], "spoken_s": []}
21
+ {"audio": "negatives/en-US/conversation/audio/ww_stream_00007.flac", "category": "conversation", "duration_s": 1800.0, "end_samples": [], "ends": [], "level_dbfs": [], "onset_samples": [], "onsets": [], "snr_db": [], "sources": [], "spoken_s": []}
22
+ {"audio": "negatives/en-US/broadcast/audio/ww_stream_00000.flac", "category": "broadcast", "duration_s": 1800.0, "end_samples": [], "ends": [], "level_dbfs": [], "onset_samples": [], "onsets": [], "snr_db": [], "sources": [], "spoken_s": []}
23
+ {"audio": "negatives/en-US/broadcast/audio/ww_stream_00001.flac", "category": "broadcast", "duration_s": 1800.0, "end_samples": [], "ends": [], "level_dbfs": [], "onset_samples": [], "onsets": [], "snr_db": [], "sources": [], "spoken_s": []}
24
+ {"audio": "negatives/en-US/broadcast/audio/ww_stream_00002.flac", "category": "broadcast", "duration_s": 1800.0, "end_samples": [], "ends": [], "level_dbfs": [], "onset_samples": [], "onsets": [], "snr_db": [], "sources": [], "spoken_s": []}
25
+ {"audio": "negatives/en-US/broadcast/audio/ww_stream_00003.flac", "category": "broadcast", "duration_s": 1800.0, "end_samples": [], "ends": [], "level_dbfs": [], "onset_samples": [], "onsets": [], "snr_db": [], "sources": [], "spoken_s": []}
26
+ {"audio": "negatives/en-US/broadcast/audio/ww_stream_00004.flac", "category": "broadcast", "duration_s": 1800.0, "end_samples": [], "ends": [], "level_dbfs": [], "onset_samples": [], "onsets": [], "snr_db": [], "sources": [], "spoken_s": []}
27
+ {"audio": "negatives/en-US/broadcast/audio/ww_stream_00005.flac", "category": "broadcast", "duration_s": 1800.0, "end_samples": [], "ends": [], "level_dbfs": [], "onset_samples": [], "onsets": [], "snr_db": [], "sources": [], "spoken_s": []}
28
+ {"audio": "negatives/en-US/broadcast/audio/ww_stream_00006.flac", "category": "broadcast", "duration_s": 1800.0, "end_samples": [], "ends": [], "level_dbfs": [], "onset_samples": [], "onsets": [], "snr_db": [], "sources": [], "spoken_s": []}
29
+ {"audio": "negatives/en-US/broadcast/audio/ww_stream_00007.flac", "category": "broadcast", "duration_s": 1800.0, "end_samples": [], "ends": [], "level_dbfs": [], "onset_samples": [], "onsets": [], "snr_db": [], "sources": [], "spoken_s": []}
30
+ {"audio": "negatives/en-US/foreign_speech/audio/ww_stream_00000.flac", "category": "foreign_speech", "duration_s": 1800.0, "end_samples": [], "ends": [], "level_dbfs": [], "onset_samples": [], "onsets": [], "snr_db": [], "sources": [], "spoken_s": []}
31
+ {"audio": "negatives/en-US/foreign_speech/audio/ww_stream_00001.flac", "category": "foreign_speech", "duration_s": 1800.0, "end_samples": [], "ends": [], "level_dbfs": [], "onset_samples": [], "onsets": [], "snr_db": [], "sources": [], "spoken_s": []}
32
+ {"audio": "negatives/en-US/foreign_speech/audio/ww_stream_00002.flac", "category": "foreign_speech", "duration_s": 1800.0, "end_samples": [], "ends": [], "level_dbfs": [], "onset_samples": [], "onsets": [], "snr_db": [], "sources": [], "spoken_s": []}
33
+ {"audio": "negatives/en-US/foreign_speech/audio/ww_stream_00003.flac", "category": "foreign_speech", "duration_s": 1800.0, "end_samples": [], "ends": [], "level_dbfs": [], "onset_samples": [], "onsets": [], "snr_db": [], "sources": [], "spoken_s": []}
34
+ {"audio": "negatives/shared/music/audio/ww_stream_00000.flac", "category": "music", "duration_s": 1800.0, "end_samples": [], "ends": [], "level_dbfs": [], "onset_samples": [], "onsets": [], "snr_db": [], "sources": [], "spoken_s": []}
35
+ {"audio": "negatives/shared/music/audio/ww_stream_00001.flac", "category": "music", "duration_s": 1800.0, "end_samples": [], "ends": [], "level_dbfs": [], "onset_samples": [], "onsets": [], "snr_db": [], "sources": [], "spoken_s": []}
36
+ {"audio": "negatives/shared/music/audio/ww_stream_00002.flac", "category": "music", "duration_s": 1800.0, "end_samples": [], "ends": [], "level_dbfs": [], "onset_samples": [], "onsets": [], "snr_db": [], "sources": [], "spoken_s": []}
37
+ {"audio": "negatives/shared/music/audio/ww_stream_00003.flac", "category": "music", "duration_s": 1800.0, "end_samples": [], "ends": [], "level_dbfs": [], "onset_samples": [], "onsets": [], "snr_db": [], "sources": [], "spoken_s": []}
38
+ {"audio": "negatives/shared/noise/audio/ww_stream_00000.flac", "category": "noise", "duration_s": 1800.0, "end_samples": [], "ends": [], "level_dbfs": [], "onset_samples": [], "onsets": [], "snr_db": [], "sources": [], "spoken_s": []}
39
+ {"audio": "negatives/shared/noise/audio/ww_stream_00001.flac", "category": "noise", "duration_s": 1800.0, "end_samples": [], "ends": [], "level_dbfs": [], "onset_samples": [], "onsets": [], "snr_db": [], "sources": [], "spoken_s": []}
40
+ {"audio": "negatives/shared/noise/audio/ww_stream_00002.flac", "category": "noise", "duration_s": 1800.0, "end_samples": [], "ends": [], "level_dbfs": [], "onset_samples": [], "onsets": [], "snr_db": [], "sources": [], "spoken_s": []}
41
+ {"audio": "negatives/shared/noise/audio/ww_stream_00003.flac", "category": "noise", "duration_s": 1800.0, "end_samples": [], "ends": [], "level_dbfs": [], "onset_samples": [], "onsets": [], "snr_db": [], "sources": [], "spoken_s": []}