{ "schema": 1, "language": "en", "lang_code": "a", "dialect": "us", "voice": "af_river", "speed": 0.88, "sample_rate": 24000, "total_duration": 106.285, "media_sha256": "808077765ec36287d3faa19e856419eafdc4abb77e24a35840c339866085368c", "media_bytes": 677517, "render_fingerprint": "7c365e761c2a99d070b7c41f7b26af406061fafc672412f5da53cad41f4b52b9", "render_inputs": { "renderer": "render_all_voices-v4", "lesson": "09_annotate", "language": "en", "lang_code": "a", "dialect": "us", "voice": "af_river", "speed": 0.88, "scenes": [ { "narration": "Annotate prioritizes the crop grid. Open the console only when you need database messages, save status, warnings, or local help, then hide it to return space to the images.", "speech_text": [ "Annotate prioritizes the crop grid.", "Open the console only when you need database messages, save status, warnings, or local help, then hide it to return space to the images." ], "authored_hold": 0.7, "resolved_hold": 0.52, "speed_multiplier": 1.0, "effective_speed": 0.88 }, { "narration": "Open a measured project, choose or create an annotation column, and confirm that the expected object crops load. Define what each class means before labeling begins.", "speech_text": [ "Open a measured project, choose or create an annotation column, and confirm that the expected object crops load.", "Define what each class means before labeling begins." ], "authored_hold": 0.7, "resolved_hold": 0.52, "speed_multiplier": 1.0, "effective_speed": 0.88 }, { "narration": "Settings controls the displayed channels, crop appearance, object filters, and optional uncertainty queue. Keep the view consistent for everyone contributing labels.", "speech_text": [ "Settings controls the displayed channels, crop appearance, object filters, and optional uncertainty queue.", "Keep the view consistent for everyone contributing labels." ], "authored_hold": 0.7, "resolved_hold": 0.52, "speed_multiplier": 1.0, "effective_speed": 0.88 }, { "narration": "Open the keyboard reference for the small set of actions used repeatedly: assign a class, move focus, skip, undo, and save or advance.", "speech_text": [ "Open the keyboard reference for the small set of actions used repeatedly: assign a class, move focus, skip, undo, and save or advance." ], "authored_hold": 0.7, "resolved_hold": 0.52, "speed_multiplier": 1.0, "effective_speed": 0.88 }, { "narration": "Assign labels with number keys or the mouse. The class-colored ring confirms the saved label, and focus advances so many objects can be reviewed efficiently.", "speech_text": [ "Assign labels with number keys or the mouse.", "The class-colored ring confirms the saved label, and focus advances so many objects can be reviewed efficiently." ], "authored_hold": 0.7, "resolved_hold": 0.52, "speed_multiplier": 1.0, "effective_speed": 0.88 }, { "narration": "Use navigation and undo to correct a recent choice without clearing other saved work. Save before moving to another page or ending the session.", "speech_text": [ "Use navigation and undo to correct a recent choice without clearing other saved work.", "Save before moving to another page or ending the session." ], "authored_hold": 0.7, "resolved_hold": 0.52, "speed_multiplier": 1.0, "effective_speed": 0.88 }, { "narration": "Coverage shows whether labels span classes, plates, wells, sources, and active-learning rounds. Add examples from missing groups before training.", "speech_text": [ "Coverage shows whether labels span classes, plates, wells, sources, and active-learning rounds.", "Add examples from missing groups before training." ], "authored_hold": 0.7, "resolved_hold": 0.52, "speed_multiplier": 1.0, "effective_speed": 0.88 }, { "narration": "When enough representative labels exist, Retrain can score the remaining crops and prioritize uncertain examples. Treat this as an optional review aid, not a replacement for coverage.", "speech_text": [ "When enough representative labels exist, Retrain can score the remaining crops and prioritize uncertain examples.", "Treat this as an optional review aid, not a replacement for coverage." ], "authored_hold": 0.7, "resolved_hold": 0.52, "speed_multiplier": 1.0, "effective_speed": 0.88 }, { "narration": "Train CV sends image crops and this annotation column to the vision classifier. Train XG sends the same labels to the feature-based classifier; both open a configured module without starting training automatically.", "speech_text": [ "Train CV sends image crops and this annotation column to the vision [classifier](/klˈæsəfIəɹ/).", "Train XG sends the same labels to the feature-based [classifier](/klˈæsəfIəɹ/); both open a configured module without starting training automatically." ], "authored_hold": 0.7, "resolved_hold": 0.52, "speed_multiplier": 1.0, "effective_speed": 0.88 }, { "narration": "Annotations remain in measurements dot db with object identifiers and provenance intact. Continue until coverage is adequate for the intended model or quality-control decision.", "speech_text": [ "Annotations remain in measurements dot D B with object identifiers and provenance intact.", "Continue until coverage is adequate for the intended model or quality-control decision." ], "authored_hold": 0.7, "resolved_hold": 0.52, "speed_multiplier": 1.0, "effective_speed": 0.88 } ], "assembly": { "version": "2026-08-11-natural-sentences-v1", "sample_rate": 24000, "lead_silence_seconds": 0.1, "tail_silence_seconds": 0.18, "sentence_pause_seconds": 0.12, "scene_hold_min_seconds": 0.32, "scene_hold_max_seconds": 0.52, "default_scene_hold_seconds": 0.42, "vad_frame_seconds": 0.005, "vad_peak_ratio": 0.002, "vad_absolute_floor": 2e-05 }, "cadence_profile": { "version": "2026-08-11-af-heart-scene-cadence-v6", "sha256": "4d728d67e73eea7e6203878879992f9050ae4a2677d717efdd68545104eb7812", "bytes": 23008, "enabled": false, "targets": { "slow_wpm": 125.0, "fast_wpm": 145.0, "calibration_wpm": 150.0 }, "safe_multiplier_bounds": { "minimum": 0.68, "maximum": 1.18 } }, "mastering": { "filters": [ "loudnorm=I=-16:TP=-3:LRA=11", "loudnorm=I=-16:TP=-5:LRA=11,alimiter=limit=0.7:attack=5:release=50:level=disabled", "loudnorm=I=-16:TP=-5:LRA=11,alimiter=limit=0.5:attack=5:release=50:level=disabled" ], "codec": "aac", "bitrate": "48k", "channels": 1, "maximum_decoded_true_peak_dbfs": -1.0 }, "pronunciation": { "role": "pronunciation_profile", "version": "2026-08-11-en-natural-v6", "sha256": "1fbaa615cfa904094bdef5cba963539f0e8bec5927192a76b0d503e90c4bb83e", "bytes": 13263 }, "synthesis_runtime": { "model": { "repository": "hexgrad/Kokoro-82M", "snapshot": "f3ff3571791e39611d31c381e3a41a3af07b4987", "config": { "role": "kokoro_config", "name": "14a726edd3718279eac426630879ff743955b16a", "bytes": 2351, "sha256": "5abb01e2403b072bf03d04fde160443e209d7a0dad49a423be15196b9b43c17f" }, "weights": { "role": "kokoro_weights", "name": "496dba118d1a58f5f3db2efc88dbdc216e0483fc89fe6e47ee1f2c53f18ad1e4", "bytes": 327212226, "sha256": "496dba118d1a58f5f3db2efc88dbdc216e0483fc89fe6e47ee1f2c53f18ad1e4" } }, "voice_pack": { "role": "kokoro_voice_pack", "name": "e149459bd9c084416b74756b9bd3418256a8b839088abb07d463730c369dab8f", "bytes": 523425, "sha256": "e149459bd9c084416b74756b9bd3418256a8b839088abb07d463730c369dab8f", "tensor_sha256": "00a2bcf82b1d86e8f19902ede58c65ccf6c0e43b44b7d74fad54e5d8933c9c30", "loaded_tensor_sha256": "00a2bcf82b1d86e8f19902ede58c65ccf6c0e43b44b7d74fad54e5d8933c9c30" }, "software": { "kokoro": "0.9.4", "misaki": "0.9.4", "torch": "2.6.0", "soundfile": "0.14.0", "python": "3.12.4", "implementation": "cpython" }, "inference": { "device": "cuda" }, "mastering_tool": { "version": "ffmpeg version 6.1.1-3ubuntu5+esm10 Copyright (c) 2000-2023 the FFmpeg developers", "version_output_sha256": "92dfb2468e6f5f06919b5433c0f14459ac19b81b1bc2d9fdceb83c6ad42e37b5", "executable": { "role": "ffmpeg_executable", "name": "ffmpeg", "bytes": 342488, "sha256": "ad63ef3f2f18fa92e89f0ec2bde6941e81f83724c8d265414cb659c28077392d" } } } }, "scenes": [ { "scene": 1, "speech_start": 0.0, "speech_end": 10.99, "scene_end": 11.51, "duration": 11.51, "text": "Annotate prioritizes the crop grid. Open the console only when you need database messages, save status, warnings, or local help, then hide it to return space to the images.", "speech_text": "Annotate prioritizes the crop grid. Open the console only when you need database messages, save status, warnings, or local help, then hide it to return space to the images.", "phonemes": "ˈænətˌAt pɹIˈɔɹətˌIzᵻz ðə kɹˈɑp ɡɹˈɪd. ˈOpᵊn ðə kˈɑnsˌOl ˈOnli wˌɛn ju nˈid dˈæTəbˌAs mˈɛsɪʤᵻz, sˈAv stˈATəs, wˈɔɹnɪŋz, ɔɹ lˈOkəl hˈɛlp, ðˈɛn hˈId ɪt tə ɹətˈɜɹn spˈAs tə ði ˈɪmɪʤᵻz.", "authored_hold_after": 0.7, "hold_after": 0.52, "base_speed": 0.88, "speed_multiplier": 1.0, "effective_speed": 0.88, "sentences": [ { "sentence": 1, "speech_start": 0.0, "speech_end": 2.69, "audible_start": 0.1, "audible_end": 2.51, "duration": 2.69, "gap_from_previous": null, "trimmed_lead": 0.135, "trimmed_tail": 0.375, "text": "Annotate prioritizes the crop grid.", "speech_text": "Annotate prioritizes the crop grid.", "phonemes": "ˈænətˌAt pɹIˈɔɹətˌIzᵻz ðə kɹˈɑp ɡɹˈɪd." }, { "sentence": 2, "speech_start": 2.81, "speech_end": 10.99, "audible_start": 2.91, "audible_end": 10.81, "duration": 8.18, "gap_from_previous": 0.4, "trimmed_lead": 0.185, "trimmed_tail": 0.435, "text": "Open the console only when you need database messages, save status, warnings, or local help, then hide it to return space to the images.", "speech_text": "Open the console only when you need database messages, save status, warnings, or local help, then hide it to return space to the images.", "phonemes": "ˈOpᵊn ðə kˈɑnsˌOl ˈOnli wˌɛn ju nˈid dˈæTəbˌAs mˈɛsɪʤᵻz, sˈAv stˈATəs, wˈɔɹnɪŋz, ɔɹ lˈOkəl hˈɛlp, ðˈɛn hˈId ɪt tə ɹətˈɜɹn spˈAs tə ði ˈɪmɪʤᵻz." } ] }, { "scene": 2, "speech_start": 11.51, "speech_end": 21.619999999999997, "scene_end": 22.139999999999997, "duration": 10.629999999999997, "text": "Open a measured project, choose or create an annotation column, and confirm that the expected object crops load. Define what each class means before labeling begins.", "speech_text": "Open a measured project, choose or create an annotation column, and confirm that the expected object crops load. Define what each class means before labeling begins.", "phonemes": "ˈOpᵊn ɐ mˈɛʒəɹd pɹˈɑʤˌɛkt, ʧˈuz ɔɹ kɹiˈAt ɐn ˌænətˈAʃən kˈɑləm, ænd kənfˈɜɹm ðæt ði ɪkspˈɛktᵻd ˈɑbʤəkt kɹˈɑps lˈOd. dəfˈIn wˌʌt ˈiʧ klˈæs mˈinz bəfˈɔɹ lˈAbᵊlɪŋ bəɡˈɪnz.", "authored_hold_after": 0.7, "hold_after": 0.52, "base_speed": 0.88, "speed_multiplier": 1.0, "effective_speed": 0.88, "sentences": [ { "sentence": 1, "speech_start": 11.51, "speech_end": 18.11, "audible_start": 11.61, "audible_end": 17.93, "duration": 6.6, "gap_from_previous": null, "trimmed_lead": 0.175, "trimmed_tail": 0.425, "text": "Open a measured project, choose or create an annotation column, and confirm that the expected object crops load.", "speech_text": "Open a measured project, choose or create an annotation column, and confirm that the expected object crops load.", "phonemes": "ˈOpᵊn ɐ mˈɛʒəɹd pɹˈɑʤˌɛkt, ʧˈuz ɔɹ kɹiˈAt ɐn ˌænətˈAʃən kˈɑləm, ænd kənfˈɜɹm ðæt ði ɪkspˈɛktᵻd ˈɑbʤəkt kɹˈɑps lˈOd." }, { "sentence": 2, "speech_start": 18.23, "speech_end": 21.619999999999997, "audible_start": 18.33, "audible_end": 21.439999999999998, "duration": 3.39, "gap_from_previous": 0.4, "trimmed_lead": 0.15, "trimmed_tail": 0.435, "text": "Define what each class means before labeling begins.", "speech_text": "Define what each class means before labeling begins.", "phonemes": "dəfˈIn wˌʌt ˈiʧ klˈæs mˈinz bəfˈɔɹ lˈAbᵊlɪŋ bəɡˈɪnz." } ] }, { "scene": 3, "speech_start": 22.139999999999997, "speech_end": 31.604999999999997, "scene_end": 32.125, "duration": 9.985000000000003, "text": "Settings controls the displayed channels, crop appearance, object filters, and optional uncertainty queue. Keep the view consistent for everyone contributing labels.", "speech_text": "Settings controls the displayed channels, crop appearance, object filters, and optional uncertainty queue. Keep the view consistent for everyone contributing labels.", "phonemes": "sˈɛTɪŋz kəntɹˈOlz ðə dəsplˈAd ʧˈænᵊlz, kɹˈɑp əpˈɪɹəns, ˈɑbʤəkt fˈɪltəɹz, ænd ˈɑpʃənᵊl ˌʌnsˈɜɹtᵊnti kjˈu. kˈip ðə vjˈu kənsˈɪstᵊnt fɔɹ ˈɛvɹiwən kəntɹˈɪbjuTɪŋ lˈAbəlz.", "authored_hold_after": 0.7, "hold_after": 0.52, "base_speed": 0.88, "speed_multiplier": 1.0, "effective_speed": 0.88, "sentences": [ { "sentence": 1, "speech_start": 22.139999999999997, "speech_end": 27.949999999999996, "audible_start": 22.24, "audible_end": 27.769999999999996, "duration": 5.81, "gap_from_previous": null, "trimmed_lead": 0.155, "trimmed_tail": 0.46, "text": "Settings controls the displayed channels, crop appearance, object filters, and optional uncertainty queue.", "speech_text": "Settings controls the displayed channels, crop appearance, object filters, and optional uncertainty queue.", "phonemes": "sˈɛTɪŋz kəntɹˈOlz ðə dəsplˈAd ʧˈænᵊlz, kɹˈɑp əpˈɪɹəns, ˈɑbʤəkt fˈɪltəɹz, ænd ˈɑpʃənᵊl ˌʌnsˈɜɹtᵊnti kjˈu." }, { "sentence": 2, "speech_start": 28.069999999999997, "speech_end": 31.604999999999997, "audible_start": 28.169999999999998, "audible_end": 31.424999999999997, "duration": 3.535, "gap_from_previous": 0.4, "trimmed_lead": 0.155, "trimmed_tail": 0.41, "text": "Keep the view consistent for everyone contributing labels.", "speech_text": "Keep the view consistent for everyone contributing labels.", "phonemes": "kˈip ðə vjˈu kənsˈɪstᵊnt fɔɹ ˈɛvɹiwən kəntɹˈɪbjuTɪŋ lˈAbəlz." } ] }, { "scene": 4, "speech_start": 32.125, "speech_end": 40.125, "scene_end": 40.645, "duration": 8.520000000000003, "text": "Open the keyboard reference for the small set of actions used repeatedly: assign a class, move focus, skip, undo, and save or advance.", "speech_text": "Open the keyboard reference for the small set of actions used repeatedly: assign a class, move focus, skip, undo, and save or advance.", "phonemes": "ˈOpᵊn ðə kˈibˌɔɹd ɹˈɛfəɹəns fɔɹ ðə smˈɔl sˈɛt ʌv ˈækʃənz jˈuzd ɹəpˈiTədli: əsˈIn ɐ klˈæs, mˈuv fˈOkəs, skˈɪp, ˌʌndˈu, ænd sˈAv ɔɹ ədvˈæns.", "authored_hold_after": 0.7, "hold_after": 0.52, "base_speed": 0.88, "speed_multiplier": 1.0, "effective_speed": 0.88, "sentences": [ { "sentence": 1, "speech_start": 32.125, "speech_end": 40.125, "audible_start": 32.225, "audible_end": 39.945, "duration": 8.0, "gap_from_previous": null, "trimmed_lead": 0.18, "trimmed_tail": 0.42, "text": "Open the keyboard reference for the small set of actions used repeatedly: assign a class, move focus, skip, undo, and save or advance.", "speech_text": "Open the keyboard reference for the small set of actions used repeatedly: assign a class, move focus, skip, undo, and save or advance.", "phonemes": "ˈOpᵊn ðə kˈibˌɔɹd ɹˈɛfəɹəns fɔɹ ðə smˈɔl sˈɛt ʌv ˈækʃənz jˈuzd ɹəpˈiTədli: əsˈIn ɐ klˈæs, mˈuv fˈOkəs, skˈɪp, ˌʌndˈu, ænd sˈAv ɔɹ ədvˈæns." } ] }, { "scene": 5, "speech_start": 40.645, "speech_end": 50.47, "scene_end": 50.99, "duration": 10.344999999999999, "text": "Assign labels with number keys or the mouse. The class-colored ring confirms the saved label, and focus advances so many objects can be reviewed efficiently.", "speech_text": "Assign labels with number keys or the mouse. The class-colored ring confirms the saved label, and focus advances so many objects can be reviewed efficiently.", "phonemes": "əsˈIn lˈAbəlz wɪð nˈʌmbəɹ kˈiz ɔɹ ðə mˈWs. ðə klˌæskˈʌləɹd ɹˈɪŋ kənfˈɜɹmz ðə sˈAvd lˈAbəl, ænd fˈOkəs ədvˈænsᵻz sˌO mˈɛni ˈɑbʤəkts kæn bi ɹəvjˈud əfˈɪʃəntli.", "authored_hold_after": 0.7, "hold_after": 0.52, "base_speed": 0.88, "speed_multiplier": 1.0, "effective_speed": 0.88, "sentences": [ { "sentence": 1, "speech_start": 40.645, "speech_end": 43.485, "audible_start": 40.745000000000005, "audible_end": 43.30500000000001, "duration": 2.84, "gap_from_previous": null, "trimmed_lead": 0.14, "trimmed_tail": 0.395, "text": "Assign labels with number keys or the mouse.", "speech_text": "Assign labels with number keys or the mouse.", "phonemes": "əsˈIn lˈAbəlz wɪð nˈʌmbəɹ kˈiz ɔɹ ðə mˈWs." }, { "sentence": 2, "speech_start": 43.605000000000004, "speech_end": 50.47, "audible_start": 43.705000000000005, "audible_end": 50.290000000000006, "duration": 6.865, "gap_from_previous": 0.4, "trimmed_lead": 0.16, "trimmed_tail": 0.45, "text": "The class-colored ring confirms the saved label, and focus advances so many objects can be reviewed efficiently.", "speech_text": "The class-colored ring confirms the saved label, and focus advances so many objects can be reviewed efficiently.", "phonemes": "ðə klˌæskˈʌləɹd ɹˈɪŋ kənfˈɜɹmz ðə sˈAvd lˈAbəl, ænd fˈOkəs ədvˈænsᵻz sˌO mˈɛni ˈɑbʤəkts kæn bi ɹəvjˈud əfˈɪʃəntli." } ] }, { "scene": 6, "speech_start": 50.99, "speech_end": 59.965, "scene_end": 60.48500000000001, "duration": 9.495000000000005, "text": "Use navigation and undo to correct a recent choice without clearing other saved work. Save before moving to another page or ending the session.", "speech_text": "Use navigation and undo to correct a recent choice without clearing other saved work. Save before moving to another page or ending the session.", "phonemes": "jˈuz nˌævəɡˈAʃən ænd ˌʌndˈu tə kəɹˈɛkt ɐ ɹˈisᵊnt ʧˈYs wɪðˈWt klˈɪɹɪŋ ˈʌðəɹ sˈAvd wˈɜɹk. sˈAv bəfˈɔɹ mˈuvɪŋ tʊ ənˈʌðəɹ pˈAʤ ɔɹ ˈɛndɪŋ ðə sˈɛʃən.", "authored_hold_after": 0.7, "hold_after": 0.52, "base_speed": 0.88, "speed_multiplier": 1.0, "effective_speed": 0.88, "sentences": [ { "sentence": 1, "speech_start": 50.99, "speech_end": 56.245000000000005, "audible_start": 51.09, "audible_end": 56.065000000000005, "duration": 5.255, "gap_from_previous": null, "trimmed_lead": 0.17, "trimmed_tail": 0.425, "text": "Use navigation and undo to correct a recent choice without clearing other saved work.", "speech_text": "Use navigation and undo to correct a recent choice without clearing other saved work.", "phonemes": "jˈuz nˌævəɡˈAʃən ænd ˌʌndˈu tə kəɹˈɛkt ɐ ɹˈisᵊnt ʧˈYs wɪðˈWt klˈɪɹɪŋ ˈʌðəɹ sˈAvd wˈɜɹk." }, { "sentence": 2, "speech_start": 56.365, "speech_end": 59.965, "audible_start": 56.465, "audible_end": 59.785000000000004, "duration": 3.6, "gap_from_previous": 0.4, "trimmed_lead": 0.14, "trimmed_tail": 0.435, "text": "Save before moving to another page or ending the session.", "speech_text": "Save before moving to another page or ending the session.", "phonemes": "sˈAv bəfˈɔɹ mˈuvɪŋ tʊ ənˈʌðəɹ pˈAʤ ɔɹ ˈɛndɪŋ ðə sˈɛʃən." } ] }, { "scene": 7, "speech_start": 60.48500000000001, "speech_end": 68.84, "scene_end": 69.36, "duration": 8.874999999999993, "text": "Coverage shows whether labels span classes, plates, wells, sources, and active-learning rounds. Add examples from missing groups before training.", "speech_text": "Coverage shows whether labels span classes, plates, wells, sources, and active-learning rounds. Add examples from missing groups before training.", "phonemes": "kˈʌvəɹɪʤ ʃˈOz wˈɛðəɹ lˈAbəlz spˈæn klˈæsᵻz, plˈAts, wˈɛlz, sˈɔɹsᵻz, ænd ˌæktɪvlˈɜɹnɪŋ ɹˈWndz. ˈæd ɪɡzˈæmpəlz fɹʌm mˈɪsɪŋ ɡɹˈups bəfˈɔɹ tɹˈAnɪŋ.", "authored_hold_after": 0.7, "hold_after": 0.52, "base_speed": 0.88, "speed_multiplier": 1.0, "effective_speed": 0.88, "sentences": [ { "sentence": 1, "speech_start": 60.48500000000001, "speech_end": 65.745, "audible_start": 60.58500000000001, "audible_end": 65.56500000000001, "duration": 5.26, "gap_from_previous": null, "trimmed_lead": 0.175, "trimmed_tail": 0.44, "text": "Coverage shows whether labels span classes, plates, wells, sources, and active-learning rounds.", "speech_text": "Coverage shows whether labels span classes, plates, wells, sources, and active-learning rounds.", "phonemes": "kˈʌvəɹɪʤ ʃˈOz wˈɛðəɹ lˈAbəlz spˈæn klˈæsᵻz, plˈAts, wˈɛlz, sˈɔɹsᵻz, ænd ˌæktɪvlˈɜɹnɪŋ ɹˈWndz." }, { "sentence": 2, "speech_start": 65.86500000000001, "speech_end": 68.84, "audible_start": 65.965, "audible_end": 68.66000000000001, "duration": 2.975, "gap_from_previous": 0.4, "trimmed_lead": 0.135, "trimmed_tail": 0.415, "text": "Add examples from missing groups before training.", "speech_text": "Add examples from missing groups before training.", "phonemes": "ˈæd ɪɡzˈæmpəlz fɹʌm mˈɪsɪŋ ɡɹˈups bəfˈɔɹ tɹˈAnɪŋ." } ] }, { "scene": 8, "speech_start": 69.36, "speech_end": 80.505, "scene_end": 81.02499999999999, "duration": 11.664999999999992, "text": "When enough representative labels exist, Retrain can score the remaining crops and prioritize uncertain examples. Treat this as an optional review aid, not a replacement for coverage.", "speech_text": "When enough representative labels exist, Retrain can score the remaining crops and prioritize uncertain examples. Treat this as an optional review aid, not a replacement for coverage.", "phonemes": "wˌɛn ɪnˈʌf ɹˌɛpɹəzˈɛntəTɪv lˈAbəlz ɪɡzˈɪst, ɹitɹˈAn kæn skˈɔɹ ðə ɹəmˈAnɪŋ kɹˈɑps ænd pɹIˈɔɹətˌIz ˌʌnsˈɜɹtn ɪɡzˈæmpəlz. tɹˈit ðɪs æz ɐn ˈɑpʃənᵊl ɹəvjˈu ˈAd, nˌɑt ɐ ɹəplˈAsmᵊnt fɔɹ kˈʌvəɹɪʤ.", "authored_hold_after": 0.7, "hold_after": 0.52, "base_speed": 0.88, "speed_multiplier": 1.0, "effective_speed": 0.88, "sentences": [ { "sentence": 1, "speech_start": 69.36, "speech_end": 76.195, "audible_start": 69.46, "audible_end": 76.015, "duration": 6.835, "gap_from_previous": null, "trimmed_lead": 0.17, "trimmed_tail": 0.42, "text": "When enough representative labels exist, Retrain can score the remaining crops and prioritize uncertain examples.", "speech_text": "When enough representative labels exist, Retrain can score the remaining crops and prioritize uncertain examples.", "phonemes": "wˌɛn ɪnˈʌf ɹˌɛpɹəzˈɛntəTɪv lˈAbəlz ɪɡzˈɪst, ɹitɹˈAn kæn skˈɔɹ ðə ɹəmˈAnɪŋ kɹˈɑps ænd pɹIˈɔɹətˌIz ˌʌnsˈɜɹtn ɪɡzˈæmpəlz." }, { "sentence": 2, "speech_start": 76.315, "speech_end": 80.505, "audible_start": 76.41499999999999, "audible_end": 80.325, "duration": 4.19, "gap_from_previous": 0.4, "trimmed_lead": 0.15, "trimmed_tail": 0.41, "text": "Treat this as an optional review aid, not a replacement for coverage.", "speech_text": "Treat this as an optional review aid, not a replacement for coverage.", "phonemes": "tɹˈit ðɪs æz ɐn ˈɑpʃənᵊl ɹəvjˈu ˈAd, nˌɑt ɐ ɹəplˈAsmᵊnt fɔɹ kˈʌvəɹɪʤ." } ] }, { "scene": 9, "speech_start": 81.02499999999999, "speech_end": 94.11999999999999, "scene_end": 94.63999999999999, "duration": 13.614999999999995, "text": "Train CV sends image crops and this annotation column to the vision classifier. Train XG sends the same labels to the feature-based classifier; both open a configured module without starting training automatically.", "speech_text": "Train CV sends image crops and this annotation column to the vision [classifier](/klˈæsəfIəɹ/). Train XG sends the same labels to the feature-based [classifier](/klˈæsəfIəɹ/); both open a configured module without starting training automatically.", "phonemes": "tɹˈAn sˌivˈi sˈɛndz ˈɪmɪʤ kɹˈɑps ænd ðɪs ˌænətˈAʃən kˈɑləm tə ðə vˈɪʒən klˈæsəfIəɹ. tɹˈAn ˌɛksʤˈi sˈɛndz ðə sˈAm lˈAbəlz tə ðə fˈiʧəɹbˌAst klˈæsəfIəɹ; bˈOθ ˈOpᵊn ɐ kənfˈɪɡjəɹd mˈɑʤul wɪðˈWt stˈɑɹTɪŋ tɹˈAnɪŋ ˌɔTəmˈæTəkᵊli.", "authored_hold_after": 0.7, "hold_after": 0.52, "base_speed": 0.88, "speed_multiplier": 1.0, "effective_speed": 0.88, "sentences": [ { "sentence": 1, "speech_start": 81.02499999999999, "speech_end": 86.14999999999999, "audible_start": 81.12499999999999, "audible_end": 85.97, "duration": 5.125, "gap_from_previous": null, "trimmed_lead": 0.17, "trimmed_tail": 0.455, "text": "Train CV sends image crops and this annotation column to the vision classifier.", "speech_text": "Train CV sends image crops and this annotation column to the vision [classifier](/klˈæsəfIəɹ/).", "phonemes": "tɹˈAn sˌivˈi sˈɛndz ˈɪmɪʤ kɹˈɑps ænd ðɪs ˌænətˈAʃən kˈɑləm tə ðə vˈɪʒən klˈæsəfIəɹ." }, { "sentence": 2, "speech_start": 86.27, "speech_end": 94.11999999999999, "audible_start": 86.36999999999999, "audible_end": 93.94, "duration": 7.85, "gap_from_previous": 0.4, "trimmed_lead": 0.175, "trimmed_tail": 0.425, "text": "Train XG sends the same labels to the feature-based classifier; both open a configured module without starting training automatically.", "speech_text": "Train XG sends the same labels to the feature-based [classifier](/klˈæsəfIəɹ/); both open a configured module without starting training automatically.", "phonemes": "tɹˈAn ˌɛksʤˈi sˈɛndz ðə sˈAm lˈAbəlz tə ðə fˈiʧəɹbˌAst klˈæsəfIəɹ; bˈOθ ˈOpᵊn ɐ kənfˈɪɡjəɹd mˈɑʤul wɪðˈWt stˈɑɹTɪŋ tɹˈAnɪŋ ˌɔTəmˈæTəkᵊli." } ] }, { "scene": 10, "speech_start": 94.63999999999999, "speech_end": 105.76499999999999, "scene_end": 106.28499999999998, "duration": 11.644999999999996, "text": "Annotations remain in measurements dot db with object identifiers and provenance intact. Continue until coverage is adequate for the intended model or quality-control decision.", "speech_text": "Annotations remain in measurements dot D B with object identifiers and provenance intact. Continue until coverage is adequate for the intended model or quality-control decision.", "phonemes": "ˌænətˈAʃənz ɹəmˈAn ɪn mˈɛʒəɹmᵊnts dˈɑt dˈi bˈi wɪð ˈɑbʤəkt IdˈɛntəfˌIəɹz ænd pɹˈɑvənᵊns ɪntˈækt. kəntˈɪnju ˌʌntˈɪl kˈʌvəɹɪʤ ɪz ˈædəkwət fɔɹ ði ɪntˈɛndᵻd mˈɑdᵊl ɔɹ kwˌɑləTikəntɹˈOl dəsˈɪʒᵊn.", "authored_hold_after": 0.7, "hold_after": 0.52, "base_speed": 0.88, "speed_multiplier": 1.0, "effective_speed": 0.88, "sentences": [ { "sentence": 1, "speech_start": 94.63999999999999, "speech_end": 100.32, "audible_start": 94.73999999999998, "audible_end": 100.13999999999999, "duration": 5.68, "gap_from_previous": null, "trimmed_lead": 0.18, "trimmed_tail": 0.415, "text": "Annotations remain in measurements dot db with object identifiers and provenance intact.", "speech_text": "Annotations remain in measurements dot D B with object identifiers and provenance intact.", "phonemes": "ˌænətˈAʃənz ɹəmˈAn ɪn mˈɛʒəɹmᵊnts dˈɑt dˈi bˈi wɪð ˈɑbʤəkt IdˈɛntəfˌIəɹz ænd pɹˈɑvənᵊns ɪntˈækt." }, { "sentence": 2, "speech_start": 100.43999999999998, "speech_end": 105.76499999999999, "audible_start": 100.53999999999999, "audible_end": 105.58499999999998, "duration": 5.325, "gap_from_previous": 0.4, "trimmed_lead": 0.195, "trimmed_tail": 0.455, "text": "Continue until coverage is adequate for the intended model or quality-control decision.", "speech_text": "Continue until coverage is adequate for the intended model or quality-control decision.", "phonemes": "kəntˈɪnju ˌʌntˈɪl kˈʌvəɹɪʤ ɪz ˈædəkwət fɔɹ ði ɪntˈɛndᵻd mˈɑdᵊl ɔɹ kwˌɑləTikəntɹˈOl dəsˈɪʒᵊn." } ] } ] }