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| 1 | +{- |
| 2 | +
|
| 3 | +Notochord OSC target, OSC specs and Tidal parameters |
| 4 | +
|
| 5 | +See github.com/jarmitage/jarmlib for reference of |
| 6 | +how to incorporate this file into your Tidal setup |
| 7 | +
|
| 8 | +-} |
| 9 | + |
| 10 | +-- Notochord Target |
| 11 | +:{ |
| 12 | +ncTarget = Target {oName = "Notochord", |
| 13 | + oAddress = "127.0.0.1", |
| 14 | + oHandshake = False, |
| 15 | + oPort = 6789, |
| 16 | + oBusPort = Nothing, |
| 17 | + oLatency = 0.1, |
| 18 | + oSchedule = Pre BundleStamp, |
| 19 | + oWindow = Nothing |
| 20 | + } |
| 21 | +:} |
| 22 | + |
| 23 | +{- |
| 24 | +Notochord.feed() consumes an event and advance hidden state |
| 25 | + |
| 26 | +inst: int. instrument of current note. |
| 27 | + 0 is start token |
| 28 | + 1-128 are General MIDI instruments |
| 29 | + 129-256 are drumkits (MIDI 1-128 on channel 13) |
| 30 | + 257-264 are 'anonymous' melodic instruments |
| 31 | + 265-272 are 'anonymous' drumkits |
| 32 | +pitch: int. MIDI pitch of current note. |
| 33 | + 0-127 are MIDI pitches / drums |
| 34 | + 128 is start token |
| 35 | +time: float. elapsed time in seconds since previous event. |
| 36 | +vel: float. (possibly dequantized) MIDI velocity from 0-127 inclusive. |
| 37 | + 0 indicates a note-off event |
| 38 | +-} |
| 39 | + |
| 40 | +-- Notochord Feed OSC Specs |
| 41 | +:{ |
| 42 | +ncFeedOSCSpecs = [OSC "/notochord/feed/inst" $ ArgList [("ncfeedI", Nothing)], |
| 43 | + OSC "/notochord/feed/pitch" $ ArgList [("ncfeedP", Nothing)], |
| 44 | + OSC "/notochord/feed/time" $ ArgList [("ncfeedT", Nothing)], |
| 45 | + OSC "/notochord/feed/vel" $ ArgList [("ncfeedV", Nothing)]] |
| 46 | +:} |
| 47 | + |
| 48 | +-- Notochord Feed Parameters |
| 49 | +:{ |
| 50 | +let ncfeedI = pI "ncfeedI" |
| 51 | + ncfeedP = pI "ncfeedP" |
| 52 | + ncfeedT = pF "ncfeedT" |
| 53 | + ncfeedV = pF "ncfeedV" |
| 54 | + ncfeed i p t v = ncfeedI i # ncfeedP p # ncfeedT t # ncfeedV v |
| 55 | +:} |
| 56 | + |
| 57 | +{- |
| 58 | +Notochord.query() returns a prediction for the next note. |
| 59 | +various constraints on the the next note can be requested. |
| 60 | +
|
| 61 | +# hard constraints |
| 62 | +fix_*: same as the arguments to feed, but to fix a value for the predicted note. |
| 63 | + sampled values will always condition on fixed values, so passing |
| 64 | + `fix_instrument=1`, for example, will make the event appropriate |
| 65 | + for the piano (instrument 1) to play. |
| 66 | + |
| 67 | +# partial constraints |
| 68 | +allow_end: if False, zero probability of sampling the end marker |
| 69 | +min_time, max_time: if not None, truncate the time distribution |
| 70 | +include_instrument: instrument id(s) to include in sampling. |
| 71 | + (if not None, all others will be excluded) |
| 72 | +exclude_instrument: instrument id(s) to exclude from sampling. |
| 73 | +include_pitch: pitch(es) to include in sampling. |
| 74 | + (if not None, all others will be excluded) |
| 75 | +exclude_pitch: pitch(es) to exclude from sampling. |
| 76 | +min_vel, max_vel: if not None, truncate the velocity distribution |
| 77 | +
|
| 78 | +# sampling strategies |
| 79 | +instrument_temp: if not None, apply top_p sampling to instrument. 0 is |
| 80 | + deterministic, 1 is 'natural' according to the model |
| 81 | +pitch_temp: if not None, apply top_p sampling to pitch. 0 is |
| 82 | + deterministic, 1 is 'natural' according to the model |
| 83 | +velocity_temp: if not None, apply temperature sampling to the velocity |
| 84 | + component. |
| 85 | +rhythm_temp: if not None, apply top_p sampling to the weighting |
| 86 | + of mixture components. this affects coarse rhythmic patterns; |
| 87 | + 0 is deterministic, 1 is 'natural' according to the model |
| 88 | +timing_temp: if not None, apply temperature sampling to the time |
| 89 | + component. this affects fine timing; 0 is deterministic and |
| 90 | + precise, 1 is 'natural' according to the model. |
| 91 | +index_pitch: Optional[int]. if not None, deterministically take the |
| 92 | + nth most likely pitch instead of sampling. |
| 93 | +
|
| 94 | +# multiple predictions |
| 95 | +pitch_topk: Optional[int]. if not None, instead of sampling pitch, |
| 96 | + stack the top k most likely pitches along the batch dimension |
| 97 | +sweep_time: if True, instead of sampling time, choose a diverse set of |
| 98 | + times and stack along the batch dimension |
| 99 | +
|
| 100 | +Returns: dict of |
| 101 | +'end': int. value of 1 indicates the *current* event (the one |
| 102 | + passed as arguments to `predict`) was the last event, and the |
| 103 | + predicted event should *not* be played. if `allow end` is false, |
| 104 | + this will always be 0. |
| 105 | +'step': int. number of steps since calling `reset`. |
| 106 | +'instrument': int. id of predicted instrument. |
| 107 | + 1-128 are General MIDI standard melodic instruments |
| 108 | + 129-256 are drumkits for MIDI programs 1-128 |
| 109 | + 257-264 are 'anonymous' melodic instruments |
| 110 | + 265-272 are 'anonymous' drums |
| 111 | +'pitch': int. predicted MIDI number of next note, 0-128. |
| 112 | +'time': float. predicted time to next note in seconds. |
| 113 | +'velocity': float. unquantized predicted velocity of next note. |
| 114 | + 0-127; hard 0 indicates a note-off event. |
| 115 | +'*_params': tensor. distribution parameters for visualization |
| 116 | + purposes. |
| 117 | +-} |
| 118 | + |
| 119 | +-- Notochord Query OSC Specs |
| 120 | +:{ |
| 121 | +ncQueryOSCSpecs = [OSC "/notochord/query/fix/inst" $ ArgList [("ncqueryfixI", Nothing)], |
| 122 | + OSC "/notochord/query/fix/pitch" $ ArgList [("ncqueryfixP", Nothing)], |
| 123 | + OSC "/notochord/query/fix/time" $ ArgList [("ncqueryfixT", Nothing)], |
| 124 | + OSC "/notochord/query/fix/vel" $ ArgList [("ncqueryfixV", Nothing)], |
| 125 | + OSC "/notochord/query/constrain/excludei" $ ArgList [("ncqueryexcludeI", Nothing)], |
| 126 | + OSC "/notochord/query/constrain/includep" $ ArgList [("ncqueryincludeP", Nothing)], |
| 127 | + OSC "/notochord/query/constrain/excludep" $ ArgList [("ncqueryexcludeP", Nothing)], |
| 128 | + OSC "/notochord/query/constrain/mint" $ ArgList [("ncqueryminT", Nothing)], |
| 129 | + OSC "/notochord/query/constrain/maxt" $ ArgList [("ncquerymaxT", Nothing)], |
| 130 | + OSC "/notochord/query/constrain/minv" $ ArgList [("ncqueryminV", Nothing)], |
| 131 | + OSC "/notochord/query/constrain/maxv" $ ArgList [("ncquerymaxV", Nothing)], |
| 132 | + OSC "/notochord/query/sample/ncquerytempi" $ ArgList [("ncquerytempI", Nothing)], |
| 133 | + OSC "/notochord/query/sample/ncquerytempp" $ ArgList [("ncquerytempP", Nothing)], |
| 134 | + OSC "/notochord/query/sample/ncquerytempt" $ ArgList [("ncquerytempT", Nothing)], |
| 135 | + OSC "/notochord/query/sample/ncquerytempr" $ ArgList [("ncquerytempR", Nothing)], |
| 136 | + OSC "/notochord/query/sample/ncquerytempv" $ ArgList [("ncquerytempV", Nothing)], |
| 137 | + OSC "/notochord/query/sample/ncqueryindexp" $ ArgList [("ncqueryindexP", Nothing)], |
| 138 | + OSC "/notochord/query/multi/ncquerytopp" $ ArgList [("ncquerytopP", Nothing)], |
| 139 | + OSC "/notochord/query/multi/ncquerysweept" $ ArgList [("ncquerysweepT", Nothing)] |
| 140 | + ] |
| 141 | +:} |
| 142 | + |
| 143 | +-- Notochord Query: fix |
| 144 | +:{ |
| 145 | +let ncqueryfixI = pI "ncqueryfixI" |
| 146 | + ncqueryfixP = pI "ncqueryfixP" |
| 147 | + ncqueryfixT = pF "ncqueryfixT" |
| 148 | + ncqueryfixV = pF "ncqueryfixV" |
| 149 | +:} |
| 150 | + |
| 151 | +-- Notochord Query: constraints |
| 152 | +:{ |
| 153 | +let ncqueryexcludeI = pI "ncqueryexcludeI" |
| 154 | + ncqueryincludeP = pI "ncqueryincludeP" |
| 155 | + ncqueryexcludeP = pI "ncqueryexcludeP" |
| 156 | + ncqueryminT = pF "ncqueryminT" |
| 157 | + ncquerymaxT = pF "ncquerymaxT" |
| 158 | + ncqueryminV = pF "ncqueryminV" |
| 159 | + ncquerymaxV = pF "ncquerymaxV" |
| 160 | +:} |
| 161 | + |
| 162 | +-- Notochord Query: sampling |
| 163 | +:{ |
| 164 | +let ncquerytempI = pF "ncquerytempI" |
| 165 | + ncquerytempP = pF "ncquerytempP" |
| 166 | + ncquerytempT = pF "ncquerytempT" |
| 167 | + ncquerytempR = pF "ncquerytempR" |
| 168 | + ncquerytempV = pF "ncquerytempV" |
| 169 | + ncqueryindexP = pI "ncqueryindexP" |
| 170 | +:} |
| 171 | + |
| 172 | +-- Notochord Query: multiple predictions |
| 173 | +:{ |
| 174 | +let ncquerytopP = pI "ncquerytopP" |
| 175 | + ncquerysweepT = pI "ncquerysweepT" |
| 176 | +:} |
| 177 | + |
| 178 | +let ncOSCSpecs = ncFeedOSCSpecs++ncQueryOSCSpecs |
| 179 | + |
| 180 | +-- Notochord OSC Map |
| 181 | +ncOscMap = (ncTarget, ncOSCSpecs) |
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