Large timestamp & segment discrepancies with VAD on & off #216
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Looks like timestamps get very inaccurate when VAD (silero-vad) is on. Look e.g the
thebefore thedoorin the following examples. When looking at the audio file, the wordthestart time is timed much more accurately when VAD is on versus off. There is a whopping 1.27s difference. This test is using large-v3 model and run on Replicate: https://replicate.com/villesau/whisper-timestampedAlso, "the kite dipped and swayed but stayed aloft" is divided in different segments when VAD on vs off.
Here is the sample audio file: https://replicate.delivery/pbxt/JrvsggK5WvFQ4Q53h4ugPbXW0LK2BLnMZm2dCPhM8bodUq5w/OSR_uk_000_0050_8k.wav
VAD on:
{ "end": 6.89, "text": "the", "start": 6.25, "confidence": 0.989 },VAD off:
{ "end": 6.88, "text": "the", "start": 4.98, "confidence": 0.953 },Full examples:
VAD on
{ "text": " the little tales they tell are false the door was barred locked and bolted as well ripe pears are fit for a queen's table a big wet stain was on the round carpet the kite dipped and swayed but stayed aloft the pleasant hours fly by much too soon the room was crowded with a mild wab the room was crowded with a wild mob this strong arm shall shield your honour she blushed when he gave her a white orchid the beetle droned in the hot june sun the the the", "language": "en", "segments": [ { "id": 0, "end": 21.81, "seek": 0, "text": " the little tales they tell are false the door was barred locked and bolted as well ripe pears are fit for a queen's table a big wet stain was on the round carpet the kite dipped and swayed but stayed aloft", "start": 2.2, "words": [ { "end": 2.78, "text": "the", "start": 2.2, "confidence": 0.849 }, { "end": 3.04, "text": "little", "start": 2.78, "confidence": 0.987 }, { "end": 3.52, "text": "tales", "start": 3.04, "confidence": 0.971 }, { "end": 3.72, "text": "they", "start": 3.52, "confidence": 0.998 }, { "end": 4.1, "text": "tell", "start": 3.72, "confidence": 0.999 }, { "end": 4.34, "text": "are", "start": 4.1, "confidence": 0.998 }, { "end": 4.96, "text": "false", "start": 4.34, "confidence": 0.999 }, { "end": 6.89, "text": "the", "start": 6.25, "confidence": 0.989 }, { "end": 7.17, "text": "door", "start": 6.89, "confidence": 0.998 }, { "end": 7.39, "text": "was", "start": 7.17, "confidence": 0.998 }, { "end": 7.93, "text": "barred", "start": 7.39, "confidence": 0.998 }, { "end": 8.41, "text": "locked", "start": 7.93, "confidence": 0.991 }, { "end": 8.67, "text": "and", "start": 8.41, "confidence": 0.996 }, { "end": 9.07, "text": "bolted", "start": 8.67, "confidence": 1 }, { "end": 9.25, "text": "as", "start": 9.07, "confidence": 0.999 }, { "end": 9.79, "text": "well", "start": 9.25, "confidence": 0.999 }, { "end": 11.36, "text": "ripe", "start": 10.54, "confidence": 0.991 }, { "end": 11.86, "text": "pears", "start": 11.36, "confidence": 0.996 }, { "end": 12.02, "text": "are", "start": 11.86, "confidence": 0.997 }, { "end": 12.18, "text": "fit", "start": 12.02, "confidence": 0.998 }, { "end": 12.34, "text": "for", "start": 12.18, "confidence": 0.999 }, { "end": 12.46, "text": "a", "start": 12.34, "confidence": 0.996 }, { "end": 12.8, "text": "queen's", "start": 12.46, "confidence": 0.993 }, { "end": 13.2, "text": "table", "start": 12.8, "confidence": 0.997 }, { "end": 15.3, "text": "a", "start": 14.67, "confidence": 0.861 }, { "end": 15.56, "text": "big", "start": 15.3, "confidence": 0.998 }, { "end": 15.78, "text": "wet", "start": 15.56, "confidence": 0.997 }, { "end": 16.14, "text": "stain", "start": 15.78, "confidence": 0.998 }, { "end": 16.32, "text": "was", "start": 16.14, "confidence": 0.999 }, { "end": 16.44, "text": "on", "start": 16.32, "confidence": 0.997 }, { "end": 16.56, "text": "the", "start": 16.44, "confidence": 0.997 }, { "end": 16.84, "text": "round", "start": 16.56, "confidence": 0.999 }, { "end": 17.36, "text": "carpet", "start": 16.84, "confidence": 0.999 }, { "end": 19.61, "text": "the", "start": 19.02, "confidence": 0.702 }, { "end": 19.91, "text": "kite", "start": 19.61, "confidence": 0.987 }, { "end": 20.23, "text": "dipped", "start": 19.91, "confidence": 0.994 }, { "end": 20.49, "text": "and", "start": 20.23, "confidence": 0.999 }, { "end": 20.95, "text": "swayed", "start": 20.49, "confidence": 0.999 }, { "end": 21.09, "text": "but", "start": 20.95, "confidence": 0.999 }, { "end": 21.39, "text": "stayed", "start": 21.09, "confidence": 0.987 }, { "end": 21.81, "text": "aloft", "start": 21.39, "confidence": 0.998 } ], "tokens": [ 50365, 264, 707, 27254, 436, 980, 366, 7908, 264, 2853, 390, 2159, 986, 9376, 293, 13436, 292, 382, 731, 31421, 520, 685, 366, 3318, 337, 257, 12206, 311, 3199, 257, 955, 6630, 16441, 390, 322, 264, 3098, 18119, 264, 38867, 45162, 293, 27555, 292, 457, 9181, 419, 6750, 51204 ], "confidence": 0.982, "avg_logprob": -0.047642969617656634, "temperature": 0, "no_speech_prob": 0.009554896503686905, "compression_ratio": 1.5185185185185186 }, { "id": 1, "end": 48.71, "seek": 1678, "text": " the pleasant hours fly by much too soon the room was crowded with a mild wab the room was crowded with a wild mob this strong arm shall shield your honour she blushed when he gave her a white orchid the beetle droned in the hot june sun", "start": 23.46, "words": [ { "end": 24.06, "text": "the", "start": 23.46, "confidence": 0.99 }, { "end": 24.38, "text": "pleasant", "start": 24.06, "confidence": 0.994 }, { "end": 24.78, "text": "hours", "start": 24.38, "confidence": 0.998 }, { "end": 25.12, "text": "fly", "start": 24.78, "confidence": 0.995 }, { "end": 25.44, "text": "by", "start": 25.12, "confidence": 0.999 }, { "end": 25.78, "text": "much", "start": 25.44, "confidence": 0.992 }, { "end": 26, "text": "too", "start": 25.78, "confidence": 0.998 }, { "end": 26.64, "text": "soon", "start": 26, "confidence": 1 }, { "end": 28.95, "text": "the", "start": 28.33, "confidence": 0.986 }, { "end": 29.19, "text": "room", "start": 28.95, "confidence": 0.999 }, { "end": 29.39, "text": "was", "start": 29.19, "confidence": 0.999 }, { "end": 29.81, "text": "crowded", "start": 29.39, "confidence": 0.998 }, { "end": 29.99, "text": "with", "start": 29.81, "confidence": 0.999 }, { "end": 30.13, "text": "a", "start": 29.99, "confidence": 0.996 }, { "end": 30.45, "text": "mild", "start": 30.13, "confidence": 0.983 }, { "end": 31.09, "text": "wab", "start": 30.45, "confidence": 0.918 }, { "end": 33.13, "text": "the", "start": 32.53, "confidence": 0.954 }, { "end": 33.41, "text": "room", "start": 33.13, "confidence": 0.999 }, { "end": 33.63, "text": "was", "start": 33.41, "confidence": 1 }, { "end": 34.01, "text": "crowded", "start": 33.63, "confidence": 0.999 }, { "end": 34.25, "text": "with", "start": 34.01, "confidence": 0.999 }, { "end": 34.39, "text": "a", "start": 34.25, "confidence": 0.996 }, { "end": 34.71, "text": "wild", "start": 34.39, "confidence": 0.998 }, { "end": 35.25, "text": "mob", "start": 34.71, "confidence": 0.997 }, { "end": 37.37, "text": "this", "start": 36.69, "confidence": 0.992 }, { "end": 37.73, "text": "strong", "start": 37.37, "confidence": 0.998 }, { "end": 38.15, "text": "arm", "start": 37.73, "confidence": 0.983 }, { "end": 38.39, "text": "shall", "start": 38.15, "confidence": 0.996 }, { "end": 38.77, "text": "shield", "start": 38.39, "confidence": 0.999 }, { "end": 38.97, "text": "your", "start": 38.77, "confidence": 0.993 }, { "end": 39.37, "text": "honour", "start": 38.97, "confidence": 0.692 }, { "end": 39.89, "text": "she", "start": 39.37, "confidence": 0.996 }, { "end": 42.47, "text": "blushed", "start": 41.97, "confidence": 0.997 }, { "end": 42.61, "text": "when", "start": 42.47, "confidence": 0.998 }, { "end": 42.75, "text": "he", "start": 42.61, "confidence": 0.999 }, { "end": 42.97, "text": "gave", "start": 42.75, "confidence": 0.999 }, { "end": 43.17, "text": "her", "start": 42.97, "confidence": 0.998 }, { "end": 43.35, "text": "a", "start": 43.17, "confidence": 0.994 }, { "end": 43.53, "text": "white", "start": 43.35, "confidence": 0.998 }, { "end": 44.31, "text": "orchid", "start": 43.53, "confidence": 0.996 }, { "end": 46.43, "text": "the", "start": 45.84, "confidence": 0.997 }, { "end": 46.79, "text": "beetle", "start": 46.43, "confidence": 0.971 }, { "end": 47.25, "text": "droned", "start": 46.79, "confidence": 0.996 }, { "end": 47.43, "text": "in", "start": 47.25, "confidence": 0.996 }, { "end": 47.55, "text": "the", "start": 47.43, "confidence": 0.998 }, { "end": 47.79, "text": "hot", "start": 47.55, "confidence": 0.999 }, { "end": 48.19, "text": "june", "start": 47.79, "confidence": 0.997 }, { "end": 48.71, "text": "sun", "start": 48.19, "confidence": 0.985 } ], "tokens": [ 50365, 264, 16232, 2496, 3603, 538, 709, 886, 2321, 264, 1808, 390, 21634, 365, 257, 15154, 261, 455, 264, 1808, 390, 21634, 365, 257, 4868, 4298, 341, 2068, 3726, 4393, 10257, 428, 20631, 750, 25218, 292, 562, 415, 2729, 720, 257, 2418, 34850, 327, 264, 49735, 1224, 19009, 294, 264, 2368, 361, 2613, 3295, 51323 ], "confidence": 0.985, "avg_logprob": -0.09794281853569878, "temperature": 0, "no_speech_prob": 4.85025623220281e-7, "compression_ratio": 5.815789473684211 }, { "id": 2, "end": 49.27, "seek": 1678, "text": " the", "start": 49.25, "words": [ { "end": 49.27, "text": "the", "start": 49.25, "confidence": 0.147 } ], "tokens": [ 51323, 264, 51521 ], "confidence": 0.147, "avg_logprob": -0.09794281853569878, "temperature": 0, "no_speech_prob": 4.85025623220281e-7, "compression_ratio": 5.815789473684211 }, { "id": 3, "end": 56.23, "seek": 1678, "text": " the", "start": 52.59, "words": [ { "end": 56.23, "text": "the", "start": 52.59, "confidence": 0.367 } ], "tokens": [ 51521, 264, 51817 ], "confidence": 0.367, "avg_logprob": -0.09794281853569878, "temperature": 0, "no_speech_prob": 4.85025623220281e-7, "compression_ratio": 5.815789473684211 }, { "id": 4, "end": 59.17, "seek": 1678, "text": " the", "start": 58.51, "words": [ { "end": 59.17, "text": "the", "start": 58.51, "confidence": 0.688 } ], "tokens": [ 51817, 264, 51865 ], "confidence": 0.688, "avg_logprob": -0.09794281853569878, "temperature": 0, "no_speech_prob": 4.85025623220281e-7, "compression_ratio": 5.815789473684211 } ], "language_probs": { "af": 5.1902077302656835e-8, "am": 2.446166325054122e-10, "ar": 0.000005635599336528685, "as": 9.37711353010684e-10, "az": 2.303140433923545e-8, "ba": 9.653014498844925e-12, "be": 6.91528212470871e-9, "bg": 5.7675215714425576e-8, "bn": 1.1248234699223758e-7, "bo": 2.7027795557188483e-9, "br": 1.8617787134189712e-7, "bs": 1.2279761207878437e-8, "ca": 5.7123247643176e-7, "cs": 0.0000011629715572780697, "cy": 0.00009311087342211977, "da": 0.000001199888288283546, "de": 0.000030704708478879184, "el": 0.000001540687094347959, "en": 0.999530553817749, "es": 0.00008411867020186037, "et": 2.206273563842842e-8, "eu": 1.4356495547929171e-8, "fa": 3.4109851299035654e-7, "fi": 0.0000012187838365207426, "fo": 5.91495430413147e-9, "fr": 0.00004196836016490124, "gl": 2.589490577520337e-8, "gu": 2.1717441178736863e-9, "ha": 4.0010633695075626e-11, "he": 4.3118890857840597e-7, "hi": 6.574845770046522e-7, "hr": 6.586716239098678e-8, "ht": 2.599625403831851e-8, "hu": 0.0000015527709820162272, "hy": 1.671900662358894e-8, "id": 0.0000032872160318220267, "is": 1.5314573431624012e-7, "it": 0.000026676714696804993, "ja": 0.000014732278941664845, "jw": 5.366232471715193e-7, "ka": 3.770242174017113e-10, "kk": 8.021867614615985e-9, "km": 0.000001614626171431155, "kn": 2.389857645113125e-9, "ko": 0.000008460036951873917, "la": 0.000009968358426704071, "lb": 5.3212937528579474e-11, "ln": 9.600396172482206e-11, "lo": 1.3044284541408047e-9, "lt": 7.492939602116166e-8, "lv": 9.69658344729396e-8, "mg": 1.0643257108977622e-11, "mi": 9.641373708291212e-7, "mk": 8.89542994819692e-10, "ml": 2.783964703212405e-7, "mn": 2.84913381776164e-9, "mr": 1.49283945205525e-8, "ms": 0.0000010755729817901738, "mt": 3.573614515417489e-9, "my": 7.47720285687592e-9, "ne": 8.741735335604517e-9, "nl": 0.000012601185517269187, "nn": 0.000009364406651002355, "no": 0.00000220693232222402, "oc": 2.6094104654816874e-9, "pa": 4.616266124912727e-8, "pl": 0.000006797830792493187, "ps": 2.3574060481479364e-9, "pt": 0.000020453746401472017, "ro": 0.0000015649494571334799, "ru": 0.00002029457209573593, "sa": 4.422112098723119e-8, "sd": 2.6401694164235323e-9, "si": 4.847986474487698e-7, "sk": 8.133509510344084e-8, "sl": 2.594940440303617e-7, "sn": 2.456840206832567e-7, "so": 1.0008183518039893e-11, "sq": 2.0645218867798576e-8, "sr": 3.6157390415070267e-9, "su": 8.63942181683619e-11, "sv": 0.000008199748663173523, "sw": 2.1512813930257835e-7, "ta": 3.1793874200047867e-7, "te": 9.69658344729396e-8, "tg": 1.8588510938832847e-11, "th": 0.000001665880063228542, "tk": 6.871803473473825e-12, "tl": 0.0000010755729817901738, "tr": 0.0000026004017854575068, "tt": 1.5156691873796646e-11, "uk": 3.630974561019684e-7, "ur": 1.5739109926471428e-7, "uz": 2.7764594009299648e-12, "vi": 0.000030945528123993427, "yi": 1.038106756112711e-8, "yo": 4.9719144357140976e-8, "zh": 0.000015081644960446283, "haw": 0.0000011360315284036915, "yue": 9.509034981647346e-8 }, "speech_activity": [ { "end": 5.33, "start": 2.062 }, { "end": 10.066, "start": 6.254 }, { "end": 13.714, "start": 10.542 }, { "end": 17.874, "start": 14.67 }, { "end": 22.322, "start": 19.022 }, { "end": 26.962, "start": 23.438 }, { "end": 31.346, "start": 28.334 }, { "end": 35.634, "start": 32.526 }, { "end": 39.89, "start": 36.686 }, { "end": 44.562, "start": 41.518 }, { "end": 49.138, "start": 45.838 } ] }VAD off
{ "text": " the little tales they tell are false the door was barred locked and bolted as well ripe pears are fit for a queen's table a big wet stain was on the round carpet the kite dipped and swayed but stayed aloft the pleasant hours fly by much too soon the room was crowded with a mild wab the room was crowded with a wild mob this strong arm shall shield your honour she blushed when he gave her a white orchid the beetle droned in the hot june sun the beetle droned in the hot june sun", "language": "en", "segments": [ { "id": 0, "end": 17.28, "seek": 0, "text": " the little tales they tell are false the door was barred locked and bolted as well ripe pears are fit for a queen's table a big wet stain was on the round carpet", "start": 0.14, "words": [ { "end": 2.76, "text": "the", "start": 0.14, "confidence": 0.633 }, { "end": 3.04, "text": "little", "start": 2.76, "confidence": 0.983 }, { "end": 3.5, "text": "tales", "start": 3.04, "confidence": 0.954 }, { "end": 3.72, "text": "they", "start": 3.5, "confidence": 0.996 }, { "end": 4.08, "text": "tell", "start": 3.72, "confidence": 0.998 }, { "end": 4.34, "text": "are", "start": 4.08, "confidence": 0.995 }, { "end": 4.98, "text": "false", "start": 4.34, "confidence": 0.999 }, { "end": 6.88, "text": "the", "start": 4.98, "confidence": 0.953 }, { "end": 7.16, "text": "door", "start": 6.88, "confidence": 0.997 }, { "end": 7.4, "text": "was", "start": 7.16, "confidence": 0.998 }, { "end": 7.9, "text": "barred", "start": 7.4, "confidence": 0.996 }, { "end": 8.4, "text": "locked", "start": 7.9, "confidence": 0.99 }, { "end": 8.68, "text": "and", "start": 8.4, "confidence": 0.997 }, { "end": 9.08, "text": "bolted", "start": 8.68, "confidence": 0.999 }, { "end": 9.24, "text": "as", "start": 9.08, "confidence": 0.998 }, { "end": 9.82, "text": "well", "start": 9.24, "confidence": 0.993 }, { "end": 11.36, "text": "ripe", "start": 9.82, "confidence": 0.938 }, { "end": 11.82, "text": "pears", "start": 11.36, "confidence": 0.983 }, { "end": 12.02, "text": "are", "start": 11.82, "confidence": 0.987 }, { "end": 12.18, "text": "fit", "start": 12.02, "confidence": 0.996 }, { "end": 12.34, "text": "for", "start": 12.18, "confidence": 0.998 }, { "end": 12.48, "text": "a", "start": 12.34, "confidence": 0.996 }, { "end": 12.8, "text": "queen's", "start": 12.48, "confidence": 0.989 }, { "end": 13.4, "text": "table", "start": 12.8, "confidence": 0.998 }, { "end": 15.28, "text": "a", "start": 13.4, "confidence": 0.757 }, { "end": 15.58, "text": "big", "start": 15.28, "confidence": 0.997 }, { "end": 15.8, "text": "wet", "start": 15.58, "confidence": 0.996 }, { "end": 16.14, "text": "stain", "start": 15.8, "confidence": 0.999 }, { "end": 16.32, "text": "was", "start": 16.14, "confidence": 0.999 }, { "end": 16.44, "text": "on", "start": 16.32, "confidence": 0.997 }, { "end": 16.58, "text": "the", "start": 16.44, "confidence": 0.997 }, { "end": 16.82, "text": "round", "start": 16.58, "confidence": 0.999 }, { "end": 17.28, "text": "carpet", "start": 16.82, "confidence": 0.998 } ], "tokens": [ 50365, 264, 707, 27254, 436, 980, 366, 7908, 264, 2853, 390, 2159, 986, 9376, 293, 13436, 292, 382, 731, 31421, 520, 685, 366, 3318, 337, 257, 12206, 311, 3199, 257, 955, 6630, 16441, 390, 322, 264, 3098, 18119, 51295 ], "confidence": 0.972, "avg_logprob": -0.060511426227848705, "temperature": 0, "no_speech_prob": 0.05821088328957558, "compression_ratio": 1.412280701754386 }, { "id": 1, "end": 30.86, "seek": 1860, "text": " the kite dipped and swayed but stayed aloft the pleasant hours fly by much too soon the room was crowded with a mild wab", "start": 18.6, "words": [ { "end": 19.62, "text": "the", "start": 18.6, "confidence": 0.991 }, { "end": 19.9, "text": "kite", "start": 19.62, "confidence": 0.989 }, { "end": 20.24, "text": "dipped", "start": 19.9, "confidence": 0.996 }, { "end": 20.42, "text": "and", "start": 20.24, "confidence": 0.999 }, { "end": 20.94, "text": "swayed", "start": 20.42, "confidence": 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